BibTeX records: Kimin Lee

download as .bib file

@inproceedings{DBLP:conf/aaai/HahmMJL26,
  author       = {Dongyoon Hahm and
                  Taywon Min and
                  Woogyeol Jin and
                  Kimin Lee},
  editor       = {Sven Koenig and
                  Chad Jenkins and
                  Matthew E. Taylor},
  title        = {Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
                  Conference on Innovative Applications of Artificial Intelligence,
                  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
                  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {37443--37451},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i44.41077},
  doi          = {10.1609/AAAI.V40I44.41077},
  timestamp    = {Thu, 19 Mar 2026 15:52:11 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/HahmMJL26.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LeeHCKL26,
  author       = {Juyong Lee and
                  Dongyoon Hahm and
                  June Suk Choi and
                  W. Bradley Knox and
                  Kimin Lee},
  editor       = {Sven Koenig and
                  Chad Jenkins and
                  Matthew E. Taylor},
  title        = {MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile
                  Device Control},
  booktitle    = {Fortieth {AAAI} Conference on Artificial Intelligence, Thirty-Eighth
                  Conference on Innovative Applications of Artificial Intelligence,
                  Sixteenth Symposium on Educational Advances in Artificial Intelligence,
                  {AAAI} 2026, Singapore, January 20-27, 2026},
  pages        = {37565--37573},
  publisher    = {{AAAI} Press},
  year         = {2026},
  url          = {https://doi.org/10.1609/aaai.v40i44.41090},
  doi          = {10.1609/AAAI.V40I44.41090},
  timestamp    = {Thu, 19 Mar 2026 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/LeeHCKL26.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/chi/ChoiLKKMKLL26,
  author       = {Juheon Choi and
                  Juyong Lee and
                  Jian Kim and
                  Chanyoung Kim and
                  Taywon Min and
                  W. Bradley Knox and
                  Min Kyung Lee and
                  Kimin Lee},
  editor       = {Nuria Oliver and
                  David A. Shamma and
                  Heloisa Candello and
                  Pablo C{\'{e}}sar and
                  Pedro Lopes and
                  Alessandro Bozzon and
                  Thomas Kosch and
                  Vera Q. Liao and
                  Xiaojuan Ma and
                  Valentino Artizzu and
                  Fiona Draxler and
                  Gustavo L{\'{o}}pez and
                  Anke V. Reinschluessel and
                  Xin Tong and
                  Phoebe O. Toups Dugas},
  title        = {State Your Intention to Steer Your Attention: An {AI} Assistant for
                  Intentional Digital Living},
  booktitle    = {Proceedings of the 2026 {CHI} Conference on Human Factors in Computing
                  Systems, {CHI} 2026, Barcelona, Spain, April 13-17, 2026},
  pages        = {919:1--919:29},
  publisher    = {{ACM}},
  year         = {2026},
  url          = {https://doi.org/10.1145/3772318.3791404},
  doi          = {10.1145/3772318.3791404},
  timestamp    = {Thu, 21 May 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/chi/ChoiLKKMKLL26.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-07079,
  author       = {Woogyeol Jin and
                  Taywon Min and
                  Yongjin Yang and
                  Swanand Ravindra Kadhe and
                  Yi Zhou and
                  Dennis Wei and
                  Nathalie Baracaldo and
                  Kimin Lee},
  title        = {Entropy-Aware On-Policy Distillation of Language Models},
  journal      = {CoRR},
  volume       = {abs/2603.07079},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.07079},
  doi          = {10.48550/ARXIV.2603.07079},
  eprinttype   = {arXiv},
  eprint       = {2603.07079},
  timestamp    = {Wed, 08 Apr 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2603-07079.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-09056,
  author       = {Haeone Lee and
                  Taywon Min and
                  Junsu Kim and
                  Sinjae Kang and
                  Fangchen Liu and
                  Lerrel Pinto and
                  Kimin Lee},
  title        = {Quality over Quantity: Demonstration Curation via Influence Functions
                  for Data-Centric Robot Learning},
  journal      = {CoRR},
  volume       = {abs/2603.09056},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.09056},
  doi          = {10.48550/ARXIV.2603.09056},
  eprinttype   = {arXiv},
  eprint       = {2603.09056},
  timestamp    = {Thu, 09 Apr 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2603-09056.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2603-27967,
  author       = {Suchae Jeong and
                  Jaehwi Song and
                  Haeone Lee and
                  Hanna Kim and
                  Jian Kim and
                  Dongjun Lee and
                  Dong Kyu Shin and
                  Changyeon Kim and
                  Dongyoon Hahm and
                  Woogyeol Jin and
                  Juheon Choi and
                  Kimin Lee},
  title        = {Learning Multi-View Spatial Reasoning from Cross-View Relations},
  journal      = {CoRR},
  volume       = {abs/2603.27967},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2603.27967},
  doi          = {10.48550/ARXIV.2603.27967},
  eprinttype   = {arXiv},
  eprint       = {2603.27967},
  timestamp    = {Thu, 16 Apr 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2603-27967.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-13435,
  author       = {Jaehyeok Doo and
                  Byeongguk Jeon and
                  Seonghyeon Ye and
                  Kimin Lee and
                  Minjoon Seo},
  title        = {Q-Flow: Stable and Expressive Reinforcement Learning with Flow-Based
                  Policy},
  journal      = {CoRR},
  volume       = {abs/2605.13435},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2605.13435},
  doi          = {10.48550/ARXIV.2605.13435},
  eprinttype   = {arXiv},
  eprint       = {2605.13435},
  timestamp    = {Thu, 11 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2605-13435.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-13959,
  author       = {Sinjae Kang and
                  Chanyoung Kim and
                  Kaixin Wang and
                  Li Zhao and
                  Kimin Lee},
  title        = {WarmPrior: Straightening Flow-Matching Policies with Temporal Priors},
  journal      = {CoRR},
  volume       = {abs/2605.13959},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2605.13959},
  doi          = {10.48550/ARXIV.2605.13959},
  eprinttype   = {arXiv},
  eprint       = {2605.13959},
  timestamp    = {Thu, 11 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2605-13959.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2605-27355,
  author       = {Dongyoon Hahm and
                  Dylan Hadfield{-}Menell and
                  Kimin Lee},
  title        = {Alignment Tampering: How Reinforcement Learning from Human Feedback
                  Is Exploited to Optimize Misaligned Biases},
  journal      = {CoRR},
  volume       = {abs/2605.27355},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2605.27355},
  doi          = {10.48550/ARXIV.2605.27355},
  eprinttype   = {arXiv},
  eprint       = {2605.27355},
  timestamp    = {Sun, 14 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2605-27355.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2606-10276,
  author       = {Dongjun Lee and
                  Juheon Choi and
                  Dong Kyu Shin and
                  Sinjae Kang and
                  Kimin Lee},
  title        = {Hierarchical Policies from Verbal and Egocentric Human Signals for
                  Natural Human-Robot Interaction},
  journal      = {CoRR},
  volume       = {abs/2606.10276},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2606.10276},
  doi          = {10.48550/ARXIV.2606.10276},
  eprinttype   = {arXiv},
  eprint       = {2606.10276},
  timestamp    = {Mon, 06 Jul 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2606-10276.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2606-24049,
  author       = {Haeone Lee and
                  Byeongguk Jeon and
                  Suchae Jeong and
                  Jian Kim and
                  Kimin Lee},
  title        = {{SPACE:} Enabling Learning from Cross-Robot Data Toward Generalist
                  Policies},
  journal      = {CoRR},
  volume       = {abs/2606.24049},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2606.24049},
  doi          = {10.48550/ARXIV.2606.24049},
  eprinttype   = {arXiv},
  eprint       = {2606.24049},
  timestamp    = {Wed, 08 Jul 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2606-24049.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2606-24633,
  author       = {Xinyao Qin and
                  Junjie Lu and
                  Kaixin Wang and
                  Chuheng Zhang and
                  Sinjae Kang and
                  Kimin Lee and
                  Min Xu and
                  Bin Liang and
                  Jun Yang and
                  Li Zhao},
  title        = {Beyond Monotonic Progress: Retry-Supervised Value Learning for Robot
                  Imitation},
  journal      = {CoRR},
  volume       = {abs/2606.24633},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2606.24633},
  doi          = {10.48550/ARXIV.2606.24633},
  eprinttype   = {arXiv},
  eprint       = {2606.24633},
  timestamp    = {Wed, 08 Jul 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2606-24633.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2606-31682,
  author       = {Jaehwi Song and
                  Suchae Jeong and
                  Byeongguk Jeon and
                  Sungdong Kim and
                  Minjoon Seo and
                  Hyungmok Son and
                  Kimin Lee},
  title        = {{HABIT:} Human-Aware Behavior and Interaction Training Dataset for
                  Robot Manipulation},
  journal      = {CoRR},
  volume       = {abs/2606.31682},
  year         = {2026},
  url          = {https://doi.org/10.48550/arXiv.2606.31682},
  doi          = {10.48550/ARXIV.2606.31682},
  eprinttype   = {arXiv},
  eprint       = {2606.31682},
  timestamp    = {Fri, 10 Jul 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2606-31682.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChaeCKL25,
  author       = {Daewon Chae and
                  June Suk Choi and
                  Jinkyu Kim and
                  Kimin Lee},
  editor       = {Toby Walsh and
                  Julie Shah and
                  Zico Kolter},
  title        = {DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image
                  Diffusion Models},
  booktitle    = {Thirty-Ninth {AAAI} Conference on Artificial Intelligence, Thirty-Seventh
                  Conference on Innovative Applications of Artificial Intelligence,
                  Fifteenth Symposium on Educational Advances in Artificial Intelligence,
                  {AAAI} 2025, Philadelphia, PA, USA, February 25 - March 4, 2025},
  pages        = {15696--15703},
  publisher    = {{AAAI} Press},
  year         = {2025},
  url          = {https://doi.org/10.1609/aaai.v39i15.33723},
  doi          = {10.1609/AAAI.V39I15.33723},
  timestamp    = {Wed, 18 Mar 2026 17:07:12 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/ChaeCKL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/0001LSL25,
  author       = {Sangyeop Kim and
                  Yohan Lee and
                  Yongwoo Song and
                  Kimin Lee},
  editor       = {Wanxiang Che and
                  Joyce Nabende and
                  Ekaterina Shutova and
                  Mohammad Taher Pilehvar},
  title        = {What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context
                  Vulnerabilities in LLMs},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
                  July 27 - August 1, 2025},
  pages        = {2043--2063},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.acl-long.101},
  doi          = {10.18653/V1/2025.ACL-LONG.101},
  timestamp    = {Thu, 11 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/0001LSL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HahmJCAL25,
  author       = {Dongyoon Hahm and
                  Woogyeol Jin and
                  June Suk Choi and
                  Sungsoo Ahn and
                  Kimin Lee},
  editor       = {Wanxiang Che and
                  Joyce Nabende and
                  Ekaterina Shutova and
                  Mohammad Taher Pilehvar},
  title        = {Enhancing {LLM} Agent Safety via Causal Influence Prompting},
  booktitle    = {Findings of the Association for Computational Linguistics, {ACL} 2025,
                  Vienna, Austria, July 27 - August 1, 2025},
  series       = {Findings of {ACL}},
  volume       = {{ACL} 2025},
  pages        = {15143--15168},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.findings-acl.784},
  doi          = {10.18653/V1/2025.FINDINGS-ACL.784},
  timestamp    = {Wed, 10 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/HahmJCAL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/MinLKL25,
  author       = {Taywon Min and
                  Haeone Lee and
                  Yongchan Kwon and
                  Kimin Lee},
  editor       = {Wanxiang Che and
                  Joyce Nabende and
                  Ekaterina Shutova and
                  Mohammad Taher Pilehvar},
  title        = {Understanding Impact of Human Feedback via Influence Functions},
  booktitle    = {Proceedings of the 63rd Annual Meeting of the Association for Computational
                  Linguistics (Volume 1: Long Papers), {ACL} 2025, Vienna, Austria,
                  July 27 - August 1, 2025},
  pages        = {27471--27500},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.acl-long.1333},
  doi          = {10.18653/V1/2025.ACL-LONG.1333},
  timestamp    = {Wed, 10 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/acl/MinLKL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/JangCJLH25,
  author       = {Sangwon Jang and
                  June Suk Choi and
                  Jaehyeong Jo and
                  Kimin Lee and
                  Sung Ju Hwang},
  title        = {Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image
                  Diffusion Models},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2025, Nashville, TN, USA, June 11-15, 2025},
  pages        = {8203--8212},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2025},
  url          = {https://openaccess.thecvf.com/content/CVPR2025/html/Jang\_Silent\_Branding\_Attack\_Trigger-free\_Data\_Poisoning\_Attack\_on\_Text-to-Image\_Diffusion\_CVPR\_2025\_paper.html},
  doi          = {10.1109/CVPR52734.2025.00768},
  timestamp    = {Wed, 20 Aug 2025 10:18:56 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/JangCJLH25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JangLCPS25,
  author       = {Eugene Jang and
                  Kimin Lee and
                  Jin{-}Woo Chung and
                  Keuntae Park and
                  Seungwon Shin},
  editor       = {Christos Christodoulopoulos and
                  Tanmoy Chakraborty and
                  Carolyn Rose and
                  Violet Peng},
  title        = {Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in
                  Byte-Level Tokenizers},
  booktitle    = {Proceedings of the 2025 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2025, Suzhou, China, November 4-9, 2025},
  pages        = {18209--18216},
  publisher    = {Association for Computational Linguistics},
  year         = {2025},
  url          = {https://doi.org/10.18653/v1/2025.emnlp-main.919},
  doi          = {10.18653/V1/2025.EMNLP-MAIN.919},
  timestamp    = {Wed, 10 Jun 2026 11:17:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/JangLCPS25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChoiLJXSL25,
  author       = {June Suk Choi and
                  Kyungmin Lee and
                  Jongheon Jeong and
                  Saining Xie and
                  Jinwoo Shin and
                  Kimin Lee},
  title        = {DiffusionGuard: {A} Robust Defense Against Malicious Diffusion-based
                  Image Editing},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=9OfKxKoYNw},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ChoiLJXSL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimHLLSLL25,
  author       = {Changyeon Kim and
                  Minho Heo and
                  Doohyun Lee and
                  Honglak Lee and
                  Jinwoo Shin and
                  Joseph J. Lim and
                  Kimin Lee},
  title        = {Subtask-Aware Visual Reward Learning from Segmented Demonstrations},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=mqKVe6F3Up},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/KimHLLSLL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimLS025,
  author       = {Dongyoung Kim and
                  Kimin Lee and
                  Jinwoo Shin and
                  Jaehyung Kim},
  title        = {Spread Preference Annotation: Direct Preference Judgment for Efficient
                  {LLM} Alignment},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=BPgK5XW1Nb},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/KimLS025.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeLKTSTL25,
  author       = {Dongjun Lee and
                  Juyong Lee and
                  Kyuyoung Kim and
                  Jihoon Tack and
                  Jinwoo Shin and
                  Yee Whye Teh and
                  Kimin Lee},
  title        = {Learning to Contextualize Web Pages for Enhanced Decision Making by
                  {LLM} Agents},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=3Gzz7ZQLiz},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LeeLKTSTL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YangKJBKYL25,
  author       = {Yongjin Yang and
                  Sihyeon Kim and
                  Hojung Jung and
                  Sangmin Bae and
                  SangMook Kim and
                  Se{-}Young Yun and
                  Kimin Lee},
  title        = {Automated Filtering of Human Feedback Data for Aligning Text-to-Image
                  Diffusion Models},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=8jvVNPHtVJ},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YangKJBKYL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YeJJJYPMTCLLL0Z25,
  author       = {Seonghyeon Ye and
                  Joel Jang and
                  Byeongguk Jeon and
                  Se June Joo and
                  Jianwei Yang and
                  Baolin Peng and
                  Ajay Mandlekar and
                  Reuben Tan and
                  Yu{-}Wei Chao and
                  Bill Yuchen Lin and
                  Lars Liden and
                  Kimin Lee and
                  Jianfeng Gao and
                  Luke Zettlemoyer and
                  Dieter Fox and
                  Minjoon Seo},
  title        = {Latent Action Pretraining from Videos},
  booktitle    = {The Thirteenth International Conference on Learning Representations,
                  {ICLR} 2025, Singapore, April 24-28, 2025},
  publisher    = {OpenReview.net},
  year         = {2025},
  url          = {https://openreview.net/forum?id=VYOe2eBQeh},
  timestamp    = {Thu, 15 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/YeJJJYPMTCLLL0Z25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sensys/YoonKTD0GLL25,
  author       = {Hyungjun Yoon and
                  Jae Hyun Kwak and
                  Biniyam Aschalew Tolera and
                  Gaole Dai and
                  Mo Li and
                  Taesik Gong and
                  Kimin Lee and
                  Sung{-}Ju Lee},
  title        = {SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task
                  Replay},
  booktitle    = {Proceedings of the 23rd {ACM} Conference on Embedded Networked Sensor
                  Systems, SenSys 2025, {UC} Irvine Student Center, Irvine, CA, USA,
                  May 6-9, 2025},
  pages        = {226--239},
  publisher    = {{ACM}},
  year         = {2025},
  url          = {https://doi.org/10.1145/3715014.3722066},
  doi          = {10.1145/3715014.3722066},
  timestamp    = {Fri, 09 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sensys/YoonKTD0GLL25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uss/KimSN0L25,
  author       = {Hanna Kim and
                  Minkyoo Song and
                  Seung Ho Na and
                  Seungwon Shin and
                  Kimin Lee},
  editor       = {Lujo Bauer and
                  Giancarlo Pellegrino},
  title        = {When LLMs Go Online: The Emerging Threat of Web-Enabled LLMs},
  booktitle    = {34th {USENIX} Security Symposium, {USENIX} Security 2025, Seattle,
                  WA, USA, August 13-15, 2025},
  pages        = {1729--1748},
  publisher    = {{USENIX} Association},
  year         = {2025},
  url          = {https://www.usenix.org/conference/usenixsecurity25/presentation/kim-hanna},
  timestamp    = {Fri, 31 Oct 2025 16:06:43 +0100},
  biburl       = {https://dblp.org/rec/conf/uss/KimSN0L25.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2501-05790,
  author       = {Taywon Min and
                  Haeone Lee and
                  Hanho Ryu and
                  Yongchan Kwon and
                  Kimin Lee},
  title        = {Understanding Impact of Human Feedback via Influence Functions},
  journal      = {CoRR},
  volume       = {abs/2501.05790},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2501.05790},
  doi          = {10.48550/ARXIV.2501.05790},
  eprinttype   = {arXiv},
  eprint       = {2501.05790},
  timestamp    = {Wed, 19 Feb 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2501-05790.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-14070,
  author       = {Daewon Chae and
                  June Suk Choi and
                  Jinkyu Kim and
                  Kimin Lee},
  title        = {DiffExp: Efficient Exploration in Reward Fine-tuning for Text-to-Image
                  Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2502.14070},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.14070},
  doi          = {10.48550/ARXIV.2502.14070},
  eprinttype   = {arXiv},
  eprint       = {2502.14070},
  timestamp    = {Wed, 19 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-14070.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2502-20630,
  author       = {Changyeon Kim and
                  Minho Heo and
                  Doohyun Lee and
                  Jinwoo Shin and
                  Honglak Lee and
                  Joseph J. Lim and
                  Kimin Lee},
  title        = {Subtask-Aware Visual Reward Learning from Segmented Demonstrations},
  journal      = {CoRR},
  volume       = {abs/2502.20630},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2502.20630},
  doi          = {10.48550/ARXIV.2502.20630},
  eprinttype   = {arXiv},
  eprint       = {2502.20630},
  timestamp    = {Fri, 21 Mar 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2502-20630.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-09669,
  author       = {Sangwon Jang and
                  June Suk Choi and
                  Jaehyeong Jo and
                  Kimin Lee and
                  Sung Ju Hwang},
  title        = {Silent Branding Attack: Trigger-free Data Poisoning Attack on Text-to-Image
                  Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2503.09669},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.09669},
  doi          = {10.48550/ARXIV.2503.09669},
  eprinttype   = {arXiv},
  eprint       = {2503.09669},
  timestamp    = {Sun, 13 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-09669.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2503-10689,
  author       = {Dongjun Lee and
                  Juyong Lee and
                  Kyuyoung Kim and
                  Jihoon Tack and
                  Jinwoo Shin and
                  Yee Whye Teh and
                  Kimin Lee},
  title        = {Learning to Contextualize Web Pages for Enhanced Decision Making by
                  {LLM} Agents},
  journal      = {CoRR},
  volume       = {abs/2503.10689},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2503.10689},
  doi          = {10.48550/ARXIV.2503.10689},
  eprinttype   = {arXiv},
  eprint       = {2503.10689},
  timestamp    = {Sun, 13 Apr 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2503-10689.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-19773,
  author       = {Sangyeop Kim and
                  Yohan Lee and
                  Yongwoo Song and
                  Kimin Lee},
  title        = {What Really Matters in Many-Shot Attacks? An Empirical Study of Long-Context
                  Vulnerabilities in LLMs},
  journal      = {CoRR},
  volume       = {abs/2505.19773},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.19773},
  doi          = {10.48550/ARXIV.2505.19773},
  eprinttype   = {arXiv},
  eprint       = {2505.19773},
  timestamp    = {Sun, 07 Dec 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-19773.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2505-22960,
  author       = {Yongjin Yang and
                  Euiin Yi and
                  Jongwoo Ko and
                  Kimin Lee and
                  Zhijing Jin and
                  Se{-}Young Yun},
  title        = {Revisiting Multi-Agent Debate as Test-Time Scaling: {A} Systematic
                  Study of Conditional Effectiveness},
  journal      = {CoRR},
  volume       = {abs/2505.22960},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2505.22960},
  doi          = {10.48550/ARXIV.2505.22960},
  eprinttype   = {arXiv},
  eprint       = {2505.22960},
  timestamp    = {Tue, 01 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2505-22960.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-04287,
  author       = {Yongjin Yang and
                  Sinjae Kang and
                  Juyong Lee and
                  Dongjun Lee and
                  Se{-}Young Yun and
                  Kimin Lee},
  title        = {Automated Skill Discovery for Language Agents through Exploration
                  and Iterative Feedback},
  journal      = {CoRR},
  volume       = {abs/2506.04287},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.04287},
  doi          = {10.48550/ARXIV.2506.04287},
  eprinttype   = {arXiv},
  eprint       = {2506.04287},
  timestamp    = {Sun, 06 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-04287.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-07062,
  author       = {Dongryung Lee and
                  Se June Joo and
                  Kimin Lee and
                  Beomjoon Kim},
  title        = {Prime the search: Using large language models for guiding geometric
                  task and motion planning by warm-starting tree search},
  journal      = {CoRR},
  volume       = {abs/2506.07062},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.07062},
  doi          = {10.48550/ARXIV.2506.07062},
  eprinttype   = {arXiv},
  eprint       = {2506.07062},
  timestamp    = {Mon, 07 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-07062.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2506-08456,
  author       = {June Suk Choi and
                  Kyungmin Lee and
                  Sihyun Yu and
                  Yisol Choi and
                  Jinwoo Shin and
                  Kimin Lee},
  title        = {Enhancing Motion Dynamics of Image-to-Video Models via Adaptive Low-Pass
                  Guidance},
  journal      = {CoRR},
  volume       = {abs/2506.08456},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2506.08456},
  doi          = {10.48550/ARXIV.2506.08456},
  eprinttype   = {arXiv},
  eprint       = {2506.08456},
  timestamp    = {Tue, 08 Jul 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2506-08456.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2507-00979,
  author       = {Dongyoon Hahm and
                  Woogyeol Jin and
                  June Suk Choi and
                  Sungsoo Ahn and
                  Kimin Lee},
  title        = {Enhancing {LLM} Agent Safety via Causal Influence Prompting},
  journal      = {CoRR},
  volume       = {abs/2507.00979},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2507.00979},
  doi          = {10.48550/ARXIV.2507.00979},
  eprinttype   = {arXiv},
  eprint       = {2507.00979},
  timestamp    = {Thu, 07 Aug 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2507-00979.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-14031,
  author       = {Dongyoon Hahm and
                  Taywon Min and
                  Woogyeol Jin and
                  Kimin Lee},
  title        = {Unintended Misalignment from Agentic Fine-Tuning: Risks and Mitigation},
  journal      = {CoRR},
  volume       = {abs/2508.14031},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2508.14031},
  doi          = {10.48550/ARXIV.2508.14031},
  eprinttype   = {arXiv},
  eprint       = {2508.14031},
  timestamp    = {Thu, 18 Sep 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2508-14031.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2508-21107,
  author       = {Dongjun Lee and
                  Changho Hwang and
                  Kimin Lee},
  title        = {Learning to Generate Unit Test via Adversarial Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2508.21107},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2508.21107},
  doi          = {10.48550/ARXIV.2508.21107},
  eprinttype   = {arXiv},
  eprint       = {2508.21107},
  timestamp    = {Mon, 22 Sep 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2508-21107.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2509-24274,
  author       = {Inkyu Park and
                  Jeong{-}Gwan Lee and
                  Taehwan Kwon and
                  Juheon Choi and
                  Seungku Kim and
                  Junsu Kim and
                  Kimin Lee},
  title        = {Adversarial Reinforcement Learning Framework for {ESP} Cheater Simulation},
  journal      = {CoRR},
  volume       = {abs/2509.24274},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2509.24274},
  doi          = {10.48550/ARXIV.2509.24274},
  eprinttype   = {arXiv},
  eprint       = {2509.24274},
  timestamp    = {Tue, 21 Oct 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2509-24274.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-07730,
  author       = {Changyeon Kim and
                  Haeone Lee and
                  Younggyo Seo and
                  Kimin Lee and
                  Yuke Zhu},
  title        = {{DEAS:} DEtached value learning with Action Sequence for Scalable
                  Offline {RL}},
  journal      = {CoRR},
  volume       = {abs/2510.07730},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2510.07730},
  doi          = {10.48550/ARXIV.2510.07730},
  eprinttype   = {arXiv},
  eprint       = {2510.07730},
  timestamp    = {Tue, 11 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2510-07730.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-14513,
  author       = {Juheon Choi and
                  Juyong Lee and
                  Jian Kim and
                  Chanyoung Kim and
                  Taywon Min and
                  W. Bradley Knox and
                  Min Kyung Lee and
                  Kimin Lee},
  title        = {State Your Intention to Steer Your Attention: An {AI} Assistant for
                  Intentional Digital Living},
  journal      = {CoRR},
  volume       = {abs/2510.14513},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2510.14513},
  doi          = {10.48550/ARXIV.2510.14513},
  eprinttype   = {arXiv},
  eprint       = {2510.14513},
  timestamp    = {Fri, 14 Nov 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2510-14513.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2510-18212,
  author       = {Dan Hendrycks and
                  Dawn Song and
                  Christian Szegedy and
                  Honglak Lee and
                  Yarin Gal and
                  Erik Brynjolfsson and
                  Sharon Li and
                  Andy Zou and
                  Lionel Levine and
                  Bo Han and
                  Jie Fu and
                  Ziwei Liu and
                  Jinwoo Shin and
                  Kimin Lee and
                  Mantas Mazeika and
                  Long Phan and
                  George Ingebretsen and
                  Adam Khoja and
                  Cihang Xie and
                  Olawale Salaudeen and
                  Matthias Hein and
                  Kevin Zhao and
                  Alexander Pan and
                  David Duvenaud and
                  Bo Li and
                  Steve Omohundro and
                  Gabriel Alfour and
                  Max Tegmark and
                  Kevin McGrew and
                  Gary Marcus and
                  Jaan Tallinn and
                  Eric Schmidt and
                  Yoshua Bengio},
  title        = {A Definition of {AGI}},
  journal      = {CoRR},
  volume       = {abs/2510.18212},
  year         = {2025},
  url          = {https://doi.org/10.48550/arXiv.2510.18212},
  doi          = {10.48550/ARXIV.2510.18212},
  eprinttype   = {arXiv},
  eprint       = {2510.18212},
  timestamp    = {Mon, 22 Dec 2025 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2510-18212.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aies/CollinsKBROHCDC24,
  author       = {Katherine M. Collins and
                  Najoung Kim and
                  Yonatan Bitton and
                  Verena Rieser and
                  Shayegan Omidshafiei and
                  Yushi Hu and
                  Sherol Chen and
                  Senjuti Dutta and
                  Minsuk Chang and
                  Kimin Lee and
                  Youwei Liang and
                  Georgina Evans and
                  Sahil Singla and
                  Gang Li and
                  Adrian Weller and
                  Junfeng He and
                  Deepak Ramachandran and
                  Krishnamurthy Dj Dvijotham},
  editor       = {Sanmay Das and
                  Brian Patrick Green and
                  Kush Varshney and
                  Marianna Bergamaschi Ganapini and
                  Andrea Renda},
  title        = {Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback
                  for Text-to-Image Generation},
  booktitle    = {Proceedings of the Seventh {AAAI/ACM} Conference on AI, Ethics, and
                  Society {(AIES-24)} - Full Archival Papers, October 21-23, 2024, San
                  Jose, California, {USA} - Volume 1},
  pages        = {293--303},
  publisher    = {{AAAI} Press},
  year         = {2024},
  url          = {https://doi.org/10.1609/aies.v7i1.31637},
  doi          = {10.1609/AIES.V7I1.31637},
  timestamp    = {Thu, 24 Jul 2025 03:21:04 +0200},
  biburl       = {https://dblp.org/rec/conf/aies/CollinsKBROHCDC24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/HwangWPLKE24,
  author       = {Minyoung Hwang and
                  Luca Weihs and
                  Chanwoo Park and
                  Kimin Lee and
                  Aniruddha Kembhavi and
                  Kiana Ehsani},
  title        = {Promptable Behaviors: Personalizing Multi-Objective Rewards from Human
                  Preferences},
  booktitle    = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2024, Seattle, WA, USA, June 16-22, 2024},
  pages        = {16216--16226},
  publisher    = {{IEEE}},
  year         = {2024},
  url          = {https://doi.org/10.1109/CVPR52733.2024.01535},
  doi          = {10.1109/CVPR52733.2024.01535},
  timestamp    = {Sun, 19 Jan 2025 13:39:05 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/HwangWPLKE24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/YoonTGLL24,
  author       = {Hyungjun Yoon and
                  Biniyam Aschalew Tolera and
                  Taesik Gong and
                  Kimin Lee and
                  Sung{-}Ju Lee},
  editor       = {Yaser Al{-}Onaizan and
                  Mohit Bansal and
                  Yun{-}Nung Chen},
  title        = {By My Eyes: Grounding Multimodal Large Language Models with Sensor
                  Data via Visual Prompting},
  booktitle    = {Proceedings of the 2024 Conference on Empirical Methods in Natural
                  Language Processing, {EMNLP} 2024, Miami, FL, USA, November 12-16,
                  2024},
  pages        = {2219--2241},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.emnlp-main.133},
  doi          = {10.18653/V1/2024.EMNLP-MAIN.133},
  timestamp    = {Sun, 21 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/emnlp/YoonTGLL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/KimSLSL24,
  author       = {Kyuyoung Kim and
                  Ah Jeong Seo and
                  Hao Liu and
                  Jinwoo Shin and
                  Kimin Lee},
  editor       = {Yaser Al{-}Onaizan and
                  Mohit Bansal and
                  Yun{-}Nung Chen},
  title        = {Margin Matching Preference Optimization: Enhanced Model Alignment
                  with Granular Feedback},
  booktitle    = {Findings of the Association for Computational Linguistics: {EMNLP}
                  2024, Miami, Florida, USA, November 12-16, 2024},
  series       = {Findings of {ACL}},
  volume       = {{EMNLP} 2024},
  pages        = {13554--13570},
  publisher    = {Association for Computational Linguistics},
  year         = {2024},
  url          = {https://doi.org/10.18653/v1/2024.findings-emnlp.792},
  doi          = {10.18653/V1/2024.FINDINGS-EMNLP.792},
  timestamp    = {Tue, 27 Jan 2026 20:26:47 +0100},
  biburl       = {https://dblp.org/rec/conf/emnlp/KimSLSL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimJAGDSL24,
  author       = {Kyuyoung Kim and
                  Jongheon Jeong and
                  Minyong An and
                  Mohammad Ghavamzadeh and
                  Krishnamurthy Dj Dvijotham and
                  Jinwoo Shin and
                  Kimin Lee},
  title        = {Confidence-aware Reward Optimization for Fine-tuning Text-to-Image
                  Models},
  booktitle    = {The Twelfth International Conference on Learning Representations,
                  {ICLR} 2024, Vienna, Austria, May 7-11, 2024},
  publisher    = {OpenReview.net},
  year         = {2024},
  url          = {https://openreview.net/forum?id=Let8OMe20n},
  timestamp    = {Wed, 07 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/KimJAGDSL24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JangJLH24,
  author       = {Sangwon Jang and
                  Jaehyeong Jo and
                  Kimin Lee and
                  Sung Ju Hwang},
  editor       = {Amir Globersons and
                  Lester Mackey and
                  Danielle Belgrave and
                  Angela Fan and
                  Ulrich Paquet and
                  Jakub M. Tomczak and
                  Cheng Zhang},
  title        = {Identity Decoupling for Multi-Subject Personalization of Text-to-Image
                  Models},
  booktitle    = {Advances in Neural Information Processing Systems 37: Annual Conference
                  on Neural Information Processing Systems 2024, NeurIPS 2024, Vancouver,
                  BC, Canada, December 10 - 15, 2024},
  year         = {2024},
  url          = {http://papers.nips.cc/paper\_files/paper/2024/hash/b6e67ae290635d0874c4cb43ba2a2cfb-Abstract-Conference.html},
  timestamp    = {Tue, 26 May 2026 17:12:08 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/JangJLH24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-01863,
  author       = {Kyuyoung Kim and
                  Jongheon Jeong and
                  Minyong An and
                  Mohammad Ghavamzadeh and
                  Krishnamurthy Dvijotham and
                  Jinwoo Shin and
                  Kimin Lee},
  title        = {Confidence-aware Reward Optimization for Fine-tuning Text-to-Image
                  Models},
  journal      = {CoRR},
  volume       = {abs/2404.01863},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.01863},
  doi          = {10.48550/ARXIV.2404.01863},
  eprinttype   = {arXiv},
  eprint       = {2404.01863},
  timestamp    = {Wed, 08 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-01863.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-04243,
  author       = {Sangwon Jang and
                  Jaehyeong Jo and
                  Kimin Lee and
                  Sung Ju Hwang},
  title        = {Identity Decoupling for Multi-Subject Personalization of Text-to-Image
                  Models},
  journal      = {CoRR},
  volume       = {abs/2404.04243},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.04243},
  doi          = {10.48550/ARXIV.2404.04243},
  eprinttype   = {arXiv},
  eprint       = {2404.04243},
  timestamp    = {Mon, 13 May 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-04243.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-15305,
  author       = {Hyungjun Yoon and
                  Jae Hyun Kwak and
                  Biniyam Aschalew Tolera and
                  Gaole Dai and
                  Mo Li and
                  Taesik Gong and
                  Kimin Lee and
                  Sung{-}Ju Lee},
  title        = {ADAPT{\^{}}2: Adapting Pre-Trained Sensing Models to End-Users via
                  Self-Supervision Replay},
  journal      = {CoRR},
  volume       = {abs/2404.15305},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.15305},
  doi          = {10.48550/ARXIV.2404.15305},
  eprinttype   = {arXiv},
  eprint       = {2404.15305},
  timestamp    = {Sun, 21 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-15305.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2404-16660,
  author       = {Juyong Lee and
                  Taywon Min and
                  Minyong An and
                  Changyeon Kim and
                  Kimin Lee},
  title        = {Benchmarking Mobile Device Control Agents across Diverse Configurations},
  journal      = {CoRR},
  volume       = {abs/2404.16660},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2404.16660},
  doi          = {10.48550/ARXIV.2404.16660},
  eprinttype   = {arXiv},
  eprint       = {2404.16660},
  timestamp    = {Mon, 03 Jun 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2404-16660.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-04412,
  author       = {Dongyoung Kim and
                  Kimin Lee and
                  Jinwoo Shin and
                  Jaehyung Kim},
  title        = {Aligning Large Language Models with Self-generated Preference Data},
  journal      = {CoRR},
  volume       = {abs/2406.04412},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.04412},
  doi          = {10.48550/ARXIV.2406.04412},
  eprinttype   = {arXiv},
  eprint       = {2406.04412},
  timestamp    = {Thu, 15 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-04412.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-16807,
  author       = {Katherine M. Collins and
                  Najoung Kim and
                  Yonatan Bitton and
                  Verena Rieser and
                  Shayegan Omidshafiei and
                  Yushi Hu and
                  Sherol Chen and
                  Senjuti Dutta and
                  Minsuk Chang and
                  Kimin Lee and
                  Youwei Liang and
                  Georgina Evans and
                  Sahil Singla and
                  Gang Li and
                  Adrian Weller and
                  Junfeng He and
                  Deepak Ramachandran and
                  Krishnamurthy Dj Dvijotham},
  title        = {Beyond Thumbs Up/Down: Untangling Challenges of Fine-Grained Feedback
                  for Text-to-Image Generation},
  journal      = {CoRR},
  volume       = {abs/2406.16807},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2406.16807},
  doi          = {10.48550/ARXIV.2406.16807},
  eprinttype   = {arXiv},
  eprint       = {2406.16807},
  timestamp    = {Mon, 22 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2406-16807.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-10385,
  author       = {Hyungjun Yoon and
                  Biniyam Aschalew Tolera and
                  Taesik Gong and
                  Kimin Lee and
                  Sung{-}Ju Lee},
  title        = {By My Eyes: Grounding Multimodal Large Language Models with Sensor
                  Data via Visual Prompting},
  journal      = {CoRR},
  volume       = {abs/2407.10385},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.10385},
  doi          = {10.48550/ARXIV.2407.10385},
  eprinttype   = {arXiv},
  eprint       = {2407.10385},
  timestamp    = {Sun, 21 Jun 2026 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-10385.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-03145,
  author       = {Kyuyoung Kim and
                  Ah Jeong Seo and
                  Hao Liu and
                  Jinwoo Shin and
                  Kimin Lee},
  title        = {Margin Matching Preference Optimization: Enhanced Model Alignment
                  with Granular Feedback},
  journal      = {CoRR},
  volume       = {abs/2410.03145},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.03145},
  doi          = {10.48550/ARXIV.2410.03145},
  eprinttype   = {arXiv},
  eprint       = {2410.03145},
  timestamp    = {Thu, 07 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-03145.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-05694,
  author       = {June Suk Choi and
                  Kyungmin Lee and
                  Jongheon Jeong and
                  Saining Xie and
                  Jinwoo Shin and
                  Kimin Lee},
  title        = {DiffusionGuard: {A} Robust Defense Against Malicious Diffusion-based
                  Image Editing},
  journal      = {CoRR},
  volume       = {abs/2410.05694},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.05694},
  doi          = {10.48550/ARXIV.2410.05694},
  eprinttype   = {arXiv},
  eprint       = {2410.05694},
  timestamp    = {Mon, 18 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-05694.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-10166,
  author       = {Yongjin Yang and
                  Sihyeon Kim and
                  Hojung Jung and
                  Sangmin Bae and
                  SangMook Kim and
                  Se{-}Young Yun and
                  Kimin Lee},
  title        = {Automated Filtering of Human Feedback Data for Aligning Text-to-Image
                  Diffusion Models},
  journal      = {CoRR},
  volume       = {abs/2410.10166},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.10166},
  doi          = {10.48550/ARXIV.2410.10166},
  eprinttype   = {arXiv},
  eprint       = {2410.10166},
  timestamp    = {Fri, 22 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-10166.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-11758,
  author       = {Seonghyeon Ye and
                  Joel Jang and
                  Byeongguk Jeon and
                  Se June Joo and
                  Jianwei Yang and
                  Baolin Peng and
                  Ajay Mandlekar and
                  Reuben Tan and
                  Yu{-}Wei Chao and
                  Bill Yuchen Lin and
                  Lars Liden and
                  Kimin Lee and
                  Jianfeng Gao and
                  Luke Zettlemoyer and
                  Dieter Fox and
                  Minjoon Seo},
  title        = {Latent Action Pretraining from Videos},
  journal      = {CoRR},
  volume       = {abs/2410.11758},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.11758},
  doi          = {10.48550/ARXIV.2410.11758},
  eprinttype   = {arXiv},
  eprint       = {2410.11758},
  timestamp    = {Tue, 26 Nov 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-11758.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-14569,
  author       = {Hanna Kim and
                  Minkyoo Song and
                  Seung Ho Na and
                  Seungwon Shin and
                  Kimin Lee},
  title        = {When LLMs Go Online: The Emerging Threat of Web-Enabled LLMs},
  journal      = {CoRR},
  volume       = {abs/2410.14569},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.14569},
  doi          = {10.48550/ARXIV.2410.14569},
  eprinttype   = {arXiv},
  eprint       = {2410.14569},
  timestamp    = {Mon, 09 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-14569.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-17520,
  author       = {Juyong Lee and
                  Dongyoon Hahm and
                  June Suk Choi and
                  W. Bradley Knox and
                  Kimin Lee},
  title        = {MobileSafetyBench: Evaluating Safety of Autonomous Agents in Mobile
                  Device Control},
  journal      = {CoRR},
  volume       = {abs/2410.17520},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.17520},
  doi          = {10.48550/ARXIV.2410.17520},
  eprinttype   = {arXiv},
  eprint       = {2410.17520},
  timestamp    = {Sat, 31 May 2025 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-17520.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2410-23684,
  author       = {Eugene Jang and
                  Kimin Lee and
                  Jin{-}Woo Chung and
                  Keuntae Park and
                  Seungwon Shin},
  title        = {Improbable Bigrams Expose Vulnerabilities of Incomplete Tokens in
                  Byte-Level Tokenizers},
  journal      = {CoRR},
  volume       = {abs/2410.23684},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2410.23684},
  doi          = {10.48550/ARXIV.2410.23684},
  eprinttype   = {arXiv},
  eprint       = {2410.23684},
  timestamp    = {Mon, 09 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2410-23684.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/KimPSLAL23,
  author       = {Changyeon Kim and
                  Jongjin Park and
                  Jinwoo Shin and
                  Honglak Lee and
                  Pieter Abbeel and
                  Kimin Lee},
  title        = {Preference Transformer: Modeling Human Preferences using Transformers
                  for {RL}},
  booktitle    = {The Eleventh International Conference on Learning Representations,
                  {ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
  publisher    = {OpenReview.net},
  year         = {2023},
  url          = {https://openreview.net/forum?id=Peot1SFDX0},
  timestamp    = {Wed, 24 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/KimPSLAL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ParkLLA23,
  author       = {Seohong Park and
                  Kimin Lee and
                  Youngwoon Lee and
                  Pieter Abbeel},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Controllability-Aware Unsupervised Skill Discovery},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {27225--27245},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/park23h.html},
  timestamp    = {Mon, 28 Aug 2023 17:23:08 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/ParkLLA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeoKJLSA23,
  author       = {Younggyo Seo and
                  Junsu Kim and
                  Stephen James and
                  Kimin Lee and
                  Jinwoo Shin and
                  Pieter Abbeel},
  editor       = {Andreas Krause and
                  Emma Brunskill and
                  Kyunghyun Cho and
                  Barbara Engelhardt and
                  Sivan Sabato and
                  Jonathan Scarlett},
  title        = {Multi-View Masked World Models for Visual Robotic Manipulation},
  booktitle    = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
                  2023, Honolulu, Hawaii, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {202},
  pages        = {30613--30632},
  publisher    = {{PMLR}},
  year         = {2023},
  url          = {https://proceedings.mlr.press/v202/seo23a.html},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SeoKJLSA23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/FanWDLRBAG0L23,
  author       = {Ying Fan and
                  Olivia Watkins and
                  Yuqing Du and
                  Hao Liu and
                  Moonkyung Ryu and
                  Craig Boutilier and
                  Pieter Abbeel and
                  Mohammad Ghavamzadeh and
                  Kangwook Lee and
                  Kimin Lee},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Reinforcement Learning for Fine-tuning Text-to-Image Diffusion Models},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/fc65fab891d83433bd3c8d966edde311-Abstract-Conference.html},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/FanWDLRBAG0L23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KimSLLSLL23,
  author       = {Changyeon Kim and
                  Younggyo Seo and
                  Hao Liu and
                  Lisa Lee and
                  Jinwoo Shin and
                  Honglak Lee and
                  Kimin Lee},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {Guide Your Agent with Adaptive Multimodal Rewards},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/aa933b5abc1be30baece1d230ec575a7-Abstract-Conference.html},
  timestamp    = {Fri, 01 Mar 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/KimSLLSLL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SohnJBLRKCLERHE23,
  author       = {Kihyuk Sohn and
                  Lu Jiang and
                  Jarred Barber and
                  Kimin Lee and
                  Nataniel Ruiz and
                  Dilip Krishnan and
                  Huiwen Chang and
                  Yuanzhen Li and
                  Irfan Essa and
                  Michael Rubinstein and
                  Yuan Hao and
                  Glenn Entis and
                  Irina Blok and
                  Daniel Castro Chin},
  editor       = {Alice Oh and
                  Tristan Naumann and
                  Amir Globerson and
                  Kate Saenko and
                  Moritz Hardt and
                  Sergey Levine},
  title        = {StyleDrop: Text-to-Image Synthesis of Any Style},
  booktitle    = {Advances in Neural Information Processing Systems 36: Annual Conference
                  on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
                  LA, USA, December 10 - 16, 2023},
  year         = {2023},
  url          = {http://papers.nips.cc/paper\_files/paper/2023/hash/d33b177b69425e7685b0b1c05bd2a5e4-Abstract-Conference.html},
  timestamp    = {Thu, 08 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/SohnJBLRKCLERHE23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-02408,
  author       = {Younggyo Seo and
                  Junsu Kim and
                  Stephen James and
                  Kimin Lee and
                  Jinwoo Shin and
                  Pieter Abbeel},
  title        = {Multi-View Masked World Models for Visual Robotic Manipulation},
  journal      = {CoRR},
  volume       = {abs/2302.02408},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.02408},
  doi          = {10.48550/ARXIV.2302.02408},
  eprinttype   = {arXiv},
  eprint       = {2302.02408},
  timestamp    = {Fri, 10 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-02408.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-05103,
  author       = {Seohong Park and
                  Kimin Lee and
                  Youngwoon Lee and
                  Pieter Abbeel},
  title        = {Controllability-Aware Unsupervised Skill Discovery},
  journal      = {CoRR},
  volume       = {abs/2302.05103},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.05103},
  doi          = {10.48550/ARXIV.2302.05103},
  eprinttype   = {arXiv},
  eprint       = {2302.05103},
  timestamp    = {Mon, 13 Feb 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-05103.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-12192,
  author       = {Kimin Lee and
                  Hao Liu and
                  Moonkyung Ryu and
                  Olivia Watkins and
                  Yuqing Du and
                  Craig Boutilier and
                  Pieter Abbeel and
                  Mohammad Ghavamzadeh and
                  Shixiang Shane Gu},
  title        = {Aligning Text-to-Image Models using Human Feedback},
  journal      = {CoRR},
  volume       = {abs/2302.12192},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2302.12192},
  doi          = {10.48550/ARXIV.2302.12192},
  eprinttype   = {arXiv},
  eprint       = {2302.12192},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2302-12192.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-00957,
  author       = {Changyeon Kim and
                  Jongjin Park and
                  Jinwoo Shin and
                  Honglak Lee and
                  Pieter Abbeel and
                  Kimin Lee},
  title        = {Preference Transformer: Modeling Human Preferences using Transformers
                  for {RL}},
  journal      = {CoRR},
  volume       = {abs/2303.00957},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2303.00957},
  doi          = {10.48550/ARXIV.2303.00957},
  eprinttype   = {arXiv},
  eprint       = {2303.00957},
  timestamp    = {Mon, 06 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2303-00957.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-16381,
  author       = {Ying Fan and
                  Olivia Watkins and
                  Yuqing Du and
                  Hao Liu and
                  Moonkyung Ryu and
                  Craig Boutilier and
                  Pieter Abbeel and
                  Mohammad Ghavamzadeh and
                  Kangwook Lee and
                  Kimin Lee},
  title        = {{DPOK:} Reinforcement Learning for Fine-tuning Text-to-Image Diffusion
                  Models},
  journal      = {CoRR},
  volume       = {abs/2305.16381},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2305.16381},
  doi          = {10.48550/ARXIV.2305.16381},
  eprinttype   = {arXiv},
  eprint       = {2305.16381},
  timestamp    = {Fri, 02 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2305-16381.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-00983,
  author       = {Kihyuk Sohn and
                  Nataniel Ruiz and
                  Kimin Lee and
                  Daniel Castro Chin and
                  Irina Blok and
                  Huiwen Chang and
                  Jarred Barber and
                  Lu Jiang and
                  Glenn Entis and
                  Yuanzhen Li and
                  Yuan Hao and
                  Irfan Essa and
                  Michael Rubinstein and
                  Dilip Krishnan},
  title        = {StyleDrop: Text-to-Image Generation in Any Style},
  journal      = {CoRR},
  volume       = {abs/2306.00983},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2306.00983},
  doi          = {10.48550/ARXIV.2306.00983},
  eprinttype   = {arXiv},
  eprint       = {2306.00983},
  timestamp    = {Thu, 22 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2306-00983.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-10790,
  author       = {Changyeon Kim and
                  Younggyo Seo and
                  Hao Liu and
                  Lisa Lee and
                  Jinwoo Shin and
                  Honglak Lee and
                  Kimin Lee},
  title        = {Guide Your Agent with Adaptive Multimodal Rewards},
  journal      = {CoRR},
  volume       = {abs/2309.10790},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2309.10790},
  doi          = {10.48550/ARXIV.2309.10790},
  eprinttype   = {arXiv},
  eprint       = {2309.10790},
  timestamp    = {Mon, 25 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2309-10790.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-03011,
  author       = {Daewon Chae and
                  Nokyung Park and
                  Jinkyu Kim and
                  Kimin Lee},
  title        = {InstructBooth: Instruction-following Personalized Text-to-Image Generation},
  journal      = {CoRR},
  volume       = {abs/2312.03011},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.03011},
  doi          = {10.48550/ARXIV.2312.03011},
  eprinttype   = {arXiv},
  eprint       = {2312.03011},
  timestamp    = {Thu, 28 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-03011.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-09337,
  author       = {Minyoung Hwang and
                  Luca Weihs and
                  Chanwoo Park and
                  Kimin Lee and
                  Aniruddha Kembhavi and
                  Kiana Ehsani},
  title        = {Promptable Behaviors: Personalizing Multi-Objective Rewards from Human
                  Preferences},
  journal      = {CoRR},
  volume       = {abs/2312.09337},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.09337},
  doi          = {10.48550/ARXIV.2312.09337},
  eprinttype   = {arXiv},
  eprint       = {2312.09337},
  timestamp    = {Tue, 09 Jan 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-09337.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/AzadKWLSASS22,
  author       = {Abdus Salam Azad and
                  Edward Kim and
                  Qiancheng Wu and
                  Kimin Lee and
                  Ion Stoica and
                  Pieter Abbeel and
                  Alberto L. Sangiovanni{-}Vincentelli and
                  Sanjit A. Seshia},
  title        = {Programmatic Modeling and Generation of Real-Time Strategic Soccer
                  Environments for Reinforcement Learning},
  booktitle    = {Thirty-Sixth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2022, Thirty-Fourth Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2022, The Twelveth Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2022 Virtual Event, February 22
                  - March 1, 2022},
  pages        = {6028--6036},
  publisher    = {{AAAI} Press},
  year         = {2022},
  url          = {https://doi.org/10.1609/aaai.v36i6.20549},
  doi          = {10.1609/AAAI.V36I6.20549},
  timestamp    = {Wed, 18 Mar 2026 17:07:12 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/AzadKWLSASS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/SeoHLLJLA22,
  author       = {Younggyo Seo and
                  Danijar Hafner and
                  Hao Liu and
                  Fangchen Liu and
                  Stephen James and
                  Kimin Lee and
                  Pieter Abbeel},
  editor       = {Karen Liu and
                  Dana Kulic and
                  Jeffrey Ichnowski},
  title        = {Masked World Models for Visual Control},
  booktitle    = {Conference on Robot Learning, CoRL 2022, 14-18 December 2022, Auckland,
                  New Zealand},
  series       = {Proceedings of Machine Learning Research},
  volume       = {205},
  pages        = {1332--1344},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v205/seo23a.html},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/corl/SeoHLLJLA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SeoLLJA22,
  author       = {Younggyo Seo and
                  Kimin Lee and
                  Fangchen Liu and
                  Stephen James and
                  Pieter Abbeel},
  title        = {{HARP:} Autoregressive Latent Video Prediction with High-Fidelity
                  Image Generator},
  booktitle    = {2022 {IEEE} International Conference on Image Processing, {ICIP} 2022,
                  Bordeaux, France, 16-19 October 2022},
  pages        = {3943--3947},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICIP46576.2022.9897982},
  doi          = {10.1109/ICIP46576.2022.9897982},
  timestamp    = {Fri, 03 Feb 2023 18:11:40 +0100},
  biburl       = {https://dblp.org/rec/conf/icip/SeoLLJA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiangSLA22,
  author       = {Xinran Liang and
                  Katherine Shu and
                  Kimin Lee and
                  Pieter Abbeel},
  title        = {Reward Uncertainty for Exploration in Preference-based Reinforcement
                  Learning},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=OWZVD-l-ZrC},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LiangSLA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ParkSSLAL22,
  author       = {Jongjin Park and
                  Younggyo Seo and
                  Jinwoo Shin and
                  Honglak Lee and
                  Pieter Abbeel and
                  Kimin Lee},
  title        = {{SURF:} Semi-supervised Reward Learning with Data Augmentation for
                  Feedback-efficient Preference-based Reinforcement Learning},
  booktitle    = {The Tenth International Conference on Learning Representations, {ICLR}
                  2022, Virtual Event, April 25-29, 2022},
  publisher    = {OpenReview.net},
  year         = {2022},
  url          = {https://openreview.net/forum?id=TfhfZLQ2EJO},
  timestamp    = {Sat, 20 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/ParkSSLAL22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeoLJA22,
  author       = {Younggyo Seo and
                  Kimin Lee and
                  Stephen James and
                  Pieter Abbeel},
  editor       = {Kamalika Chaudhuri and
                  Stefanie Jegelka and
                  Le Song and
                  Csaba Szepesv{\'{a}}ri and
                  Gang Niu and
                  Sivan Sabato},
  title        = {Reinforcement Learning with Action-Free Pre-Training from Videos},
  booktitle    = {International Conference on Machine Learning, {ICML} 2022, 17-23 July
                  2022, Baltimore, Maryland, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {162},
  pages        = {19561--19579},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v162/seo22a.html},
  timestamp    = {Fri, 16 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SeoLJA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icra/ZhaoLLA22,
  author       = {Mandi Zhao and
                  Fangchen Liu and
                  Kimin Lee and
                  Pieter Abbeel},
  title        = {Towards More Generalizable One-shot Visual Imitation Learning},
  booktitle    = {2022 International Conference on Robotics and Automation, {ICRA} 2022,
                  Philadelphia, PA, USA, May 23-27, 2022},
  pages        = {2434--2444},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.1109/ICRA46639.2022.9812450},
  doi          = {10.1109/ICRA46639.2022.9812450},
  timestamp    = {Wed, 20 Jul 2022 18:22:23 +0200},
  biburl       = {https://dblp.org/rec/conf/icra/ZhaoLLA22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10050,
  author       = {Jongjin Park and
                  Younggyo Seo and
                  Jinwoo Shin and
                  Honglak Lee and
                  Pieter Abbeel and
                  Kimin Lee},
  title        = {{SURF:} Semi-supervised Reward Learning with Data Augmentation for
                  Feedback-efficient Preference-based Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2203.10050},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.10050},
  doi          = {10.48550/ARXIV.2203.10050},
  eprinttype   = {arXiv},
  eprint       = {2203.10050},
  timestamp    = {Mon, 28 Mar 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-10050.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13880,
  author       = {Younggyo Seo and
                  Kimin Lee and
                  Stephen James and
                  Pieter Abbeel},
  title        = {Reinforcement Learning with Action-Free Pre-Training from Videos},
  journal      = {CoRR},
  volume       = {abs/2203.13880},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2203.13880},
  doi          = {10.48550/ARXIV.2203.13880},
  eprinttype   = {arXiv},
  eprint       = {2203.13880},
  timestamp    = {Mon, 04 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2203-13880.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-12401,
  author       = {Xinran Liang and
                  Katherine Shu and
                  Kimin Lee and
                  Pieter Abbeel},
  title        = {Reward Uncertainty for Exploration in Preference-based Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2205.12401},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2205.12401},
  doi          = {10.48550/ARXIV.2205.12401},
  eprinttype   = {arXiv},
  eprint       = {2205.12401},
  timestamp    = {Mon, 30 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2205-12401.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2206-14244,
  author       = {Younggyo Seo and
                  Danijar Hafner and
                  Hao Liu and
                  Fangchen Liu and
                  Stephen James and
                  Kimin Lee and
                  Pieter Abbeel},
  title        = {Masked World Models for Visual Control},
  journal      = {CoRR},
  volume       = {abs/2206.14244},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2206.14244},
  doi          = {10.48550/ARXIV.2206.14244},
  eprinttype   = {arXiv},
  eprint       = {2206.14244},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2206-14244.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07143,
  author       = {Younggyo Seo and
                  Kimin Lee and
                  Fangchen Liu and
                  Stephen James and
                  Pieter Abbeel},
  title        = {{HARP:} Autoregressive Latent Video Prediction with High-Fidelity
                  Image Generator},
  journal      = {CoRR},
  volume       = {abs/2209.07143},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2209.07143},
  doi          = {10.48550/ARXIV.2209.07143},
  eprinttype   = {arXiv},
  eprint       = {2209.07143},
  timestamp    = {Tue, 27 Sep 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2209-07143.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-13431,
  author       = {Hao Liu and
                  Lisa Lee and
                  Kimin Lee and
                  Pieter Abbeel},
  title        = {Instruction-Following Agents with Jointly Pre-Trained Vision-Language
                  Models},
  journal      = {CoRR},
  volume       = {abs/2210.13431},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2210.13431},
  doi          = {10.48550/ARXIV.2210.13431},
  eprinttype   = {arXiv},
  eprint       = {2210.13431},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2210-13431.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/MoonMLLS21,
  author       = {Seung Jun Moon and
                  Sangwoo Mo and
                  Kimin Lee and
                  Jaeho Lee and
                  Jinwoo Shin},
  title        = {{MASKER:} Masked Keyword Regularization for Reliable Text Classification},
  booktitle    = {Thirty-Fifth {AAAI} Conference on Artificial Intelligence, {AAAI}
                  2021, Thirty-Third Conference on Innovative Applications of Artificial
                  Intelligence, {IAAI} 2021, The Eleventh Symposium on Educational Advances
                  in Artificial Intelligence, {EAAI} 2021, Virtual Event, February 2-9,
                  2021},
  pages        = {13578--13586},
  publisher    = {{AAAI} Press},
  year         = {2021},
  url          = {https://doi.org/10.1609/aaai.v35i15.17601},
  doi          = {10.1609/AAAI.V35I15.17601},
  timestamp    = {Wed, 18 Mar 2026 17:07:12 +0100},
  biburl       = {https://dblp.org/rec/conf/aaai/MoonMLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/WangLHAL21,
  author       = {Xiaofei Wang and
                  Kimin Lee and
                  Kourosh Hakhamaneshi and
                  Pieter Abbeel and
                  Michael Laskin},
  editor       = {Aleksandra Faust and
                  David Hsu and
                  Gerhard Neumann},
  title        = {Skill Preferences: Learning to Extract and Execute Robotic Skills
                  from Human Feedback},
  booktitle    = {Conference on Robot Learning, 8-11 November 2021, London, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {164},
  pages        = {1259--1268},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v164/wang22g.html},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/corl/WangLHAL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/LeeSLAS21,
  author       = {Seunghyun Lee and
                  Younggyo Seo and
                  Kimin Lee and
                  Pieter Abbeel and
                  Jinwoo Shin},
  editor       = {Aleksandra Faust and
                  David Hsu and
                  Gerhard Neumann},
  title        = {Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic
                  Q-Ensemble},
  booktitle    = {Conference on Robot Learning, 8-11 November 2021, London, {UK}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {164},
  pages        = {1702--1712},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v164/lee22d.html},
  timestamp    = {Wed, 19 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/corl/LeeSLAS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/OhLSYH21,
  author       = {Youngmin Oh and
                  Kimin Lee and
                  Jinwoo Shin and
                  Eunho Yang and
                  Sung Ju Hwang},
  title        = {Learning to Sample with Local and Global Contexts in Experience Replay
                  Buffer},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=gJYlaqL8i8},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/OhLSYH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeLSA21,
  author       = {Kimin Lee and
                  Michael Laskin and
                  Aravind Srinivas and
                  Pieter Abbeel},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {{SUNRISE:} {A} Simple Unified Framework for Ensemble Learning in Deep
                  Reinforcement Learning},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {6131--6141},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/lee21g.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LeeLSA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeSA21,
  author       = {Kimin Lee and
                  Laura M. Smith and
                  Pieter Abbeel},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {{PEBBLE:} Feedback-Efficient Interactive Reinforcement Learning via
                  Relabeling Experience and Unsupervised Pre-training},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {6152--6163},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/lee21i.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LeeSA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SeoCSLAL21,
  author       = {Younggyo Seo and
                  Lili Chen and
                  Jinwoo Shin and
                  Honglak Lee and
                  Pieter Abbeel and
                  Kimin Lee},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {State Entropy Maximization with Random Encoders for Efficient Exploration},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {9443--9454},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/seo21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/SeoCSLAL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/StookeLAL21,
  author       = {Adam Stooke and
                  Kimin Lee and
                  Pieter Abbeel and
                  Michael Laskin},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Decoupling Representation Learning from Reinforcement Learning},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {9870--9879},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/stooke21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/StookeLAL21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/CarvalhoLLSLLS21,
  author       = {Wilka Carvalho and
                  Anthony Liang and
                  Kimin Lee and
                  Sungryull Sohn and
                  Honglak Lee and
                  Richard L. Lewis and
                  Satinder Singh},
  editor       = {Zhi{-}Hua Zhou},
  title        = {Reinforcement Learning for Sparse-Reward Object-Interaction Tasks
                  in a First-person Simulated 3D Environment},
  booktitle    = {Proceedings of the Thirtieth International Joint Conference on Artificial
                  Intelligence, {IJCAI} 2021, Virtual Event / Montreal, Canada, 19-27
                  August 2021},
  pages        = {2219--2226},
  publisher    = {ijcai.org},
  year         = {2021},
  url          = {https://doi.org/10.24963/ijcai.2021/306},
  doi          = {10.24963/IJCAI.2021/306},
  timestamp    = {Tue, 15 Oct 2024 16:43:28 +0200},
  biburl       = {https://dblp.org/rec/conf/ijcai/CarvalhoLLSLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLRLGLASM21,
  author       = {Lili Chen and
                  Kevin Lu and
                  Aravind Rajeswaran and
                  Kimin Lee and
                  Aditya Grover and
                  Michael Laskin and
                  Pieter Abbeel and
                  Aravind Srinivas and
                  Igor Mordatch},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Decision Transformer: Reinforcement Learning via Sequence Modeling},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {15084--15097},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/7f489f642a0ddb10272b5c31057f0663-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ChenLRLGLASM21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LaskinYLLZLCPA21,
  author       = {Michael Laskin and
                  Denis Yarats and
                  Hao Liu and
                  Kimin Lee and
                  Albert Zhan and
                  Kevin Lu and
                  Catherine Cang and
                  Lerrel Pinto and
                  Pieter Abbeel},
  editor       = {Joaquin Vanschoren and
                  Sai{-}Kit Yeung},
  title        = {{URLB:} Unsupervised Reinforcement Learning Benchmark},
  booktitle    = {Proceedings of the Neural Information Processing Systems Track on
                  Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
                  2021, virtual},
  year         = {2021},
  url          = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/091d584fced301b442654dd8c23b3fc9-Abstract-round2.html},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LaskinYLLZLCPA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeLLLS21,
  author       = {Hankook Lee and
                  Kibok Lee and
                  Kimin Lee and
                  Honglak Lee and
                  Jinwoo Shin},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Improving Transferability of Representations via Augmentation-Aware
                  Self-Supervision},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {17710--17722},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/94130ea17023c4837f0dcdda95034b65-Abstract.html},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LeeLLLS21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenLSA21,
  author       = {Lili Chen and
                  Kimin Lee and
                  Aravind Srinivas and
                  Pieter Abbeel},
  editor       = {Marc'Aurelio Ranzato and
                  Alina Beygelzimer and
                  Yann N. Dauphin and
                  Percy Liang and
                  Jennifer Wortman Vaughan},
  title        = {Improving Computational Efficiency in Visual Reinforcement Learning
                  via Stored Embeddings},
  booktitle    = {Advances in Neural Information Processing Systems 34: Annual Conference
                  on Neural Information Processing Systems 2021, NeurIPS 2021, December
                  6-14, 2021, virtual},
  pages        = {26779--26791},
  year         = {2021},
  url          = {https://proceedings.neurips.cc/paper/2021/hash/e140dbab44e01e699491a59c9978b924-Abstract.html},
  timestamp    = {Tue, 03 May 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/ChenLSA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeSDA21,
  author       = {Kimin Lee and
                  Laura M. Smith and
                  Anca D. Dragan and
                  Pieter Abbeel},
  editor       = {Joaquin Vanschoren and
                  Sai{-}Kit Yeung},
  title        = {B-Pref: Benchmarking Preference-Based Reinforcement Learning},
  booktitle    = {Proceedings of the Neural Information Processing Systems Track on
                  Datasets and Benchmarks 1, NeurIPS Datasets and Benchmarks 2021, December
                  2021, virtual},
  year         = {2021},
  url          = {https://datasets-benchmarks-proceedings.neurips.cc/paper/2021/hash/d82c8d1619ad8176d665453cfb2e55f0-Abstract-round1.html},
  timestamp    = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LeeSDA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09430,
  author       = {Younggyo Seo and
                  Lili Chen and
                  Jinwoo Shin and
                  Honglak Lee and
                  Pieter Abbeel and
                  Kimin Lee},
  title        = {State Entropy Maximization with Random Encoders for Efficient Exploration},
  journal      = {CoRR},
  volume       = {abs/2102.09430},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.09430},
  eprinttype   = {arXiv},
  eprint       = {2102.09430},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-09430.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02886,
  author       = {Lili Chen and
                  Kimin Lee and
                  Aravind Srinivas and
                  Pieter Abbeel},
  title        = {Improving Computational Efficiency in Visual Reinforcement Learning
                  via Stored Embeddings},
  journal      = {CoRR},
  volume       = {abs/2103.02886},
  year         = {2021},
  url          = {https://arxiv.org/abs/2103.02886},
  eprinttype   = {arXiv},
  eprint       = {2103.02886},
  timestamp    = {Mon, 15 Mar 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2103-02886.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-01345,
  author       = {Lili Chen and
                  Kevin Lu and
                  Aravind Rajeswaran and
                  Kimin Lee and
                  Aditya Grover and
                  Michael Laskin and
                  Pieter Abbeel and
                  Aravind Srinivas and
                  Igor Mordatch},
  title        = {Decision Transformer: Reinforcement Learning via Sequence Modeling},
  journal      = {CoRR},
  volume       = {abs/2106.01345},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.01345},
  eprinttype   = {arXiv},
  eprint       = {2106.01345},
  timestamp    = {Thu, 10 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-01345.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05091,
  author       = {Kimin Lee and
                  Laura M. Smith and
                  Pieter Abbeel},
  title        = {{PEBBLE:} Feedback-Efficient Interactive Reinforcement Learning via
                  Relabeling Experience and Unsupervised Pre-training},
  journal      = {CoRR},
  volume       = {abs/2106.05091},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.05091},
  eprinttype   = {arXiv},
  eprint       = {2106.05091},
  timestamp    = {Wed, 14 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-05091.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-10365,
  author       = {Abdus Salam Azad and
                  Edward Kim and
                  Qiancheng Wu and
                  Kimin Lee and
                  Ion Stoica and
                  Pieter Abbeel and
                  Sanjit A. Seshia},
  title        = {Scenic4RL: Programmatic Modeling and Generation of Reinforcement Learning
                  Environments},
  journal      = {CoRR},
  volume       = {abs/2106.10365},
  year         = {2021},
  url          = {https://arxiv.org/abs/2106.10365},
  eprinttype   = {arXiv},
  eprint       = {2106.10365},
  timestamp    = {Thu, 26 Oct 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2106-10365.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00591,
  author       = {Seunghyun Lee and
                  Younggyo Seo and
                  Kimin Lee and
                  Pieter Abbeel and
                  Jinwoo Shin},
  title        = {Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic
                  Q-Ensemble},
  journal      = {CoRR},
  volume       = {abs/2107.00591},
  year         = {2021},
  url          = {https://arxiv.org/abs/2107.00591},
  eprinttype   = {arXiv},
  eprint       = {2107.00591},
  timestamp    = {Wed, 07 Jul 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2107-00591.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-05382,
  author       = {Xiaofei Wang and
                  Kimin Lee and
                  Kourosh Hakhamaneshi and
                  Pieter Abbeel and
                  Michael Laskin},
  title        = {Skill Preferences: Learning to Extract and Execute Robotic Skills
                  from Human Feedback},
  journal      = {CoRR},
  volume       = {abs/2108.05382},
  year         = {2021},
  url          = {https://arxiv.org/abs/2108.05382},
  eprinttype   = {arXiv},
  eprint       = {2108.05382},
  timestamp    = {Wed, 27 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2108-05382.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-13423,
  author       = {Mandi Zhao and
                  Fangchen Liu and
                  Kimin Lee and
                  Pieter Abbeel},
  title        = {Towards More Generalizable One-shot Visual Imitation Learning},
  journal      = {CoRR},
  volume       = {abs/2110.13423},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.13423},
  eprinttype   = {arXiv},
  eprint       = {2110.13423},
  timestamp    = {Thu, 28 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-13423.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-15191,
  author       = {Michael Laskin and
                  Denis Yarats and
                  Hao Liu and
                  Kimin Lee and
                  Albert Zhan and
                  Kevin Lu and
                  Catherine Cang and
                  Lerrel Pinto and
                  Pieter Abbeel},
  title        = {{URLB:} Unsupervised Reinforcement Learning Benchmark},
  journal      = {CoRR},
  volume       = {abs/2110.15191},
  year         = {2021},
  url          = {https://arxiv.org/abs/2110.15191},
  eprinttype   = {arXiv},
  eprint       = {2110.15191},
  timestamp    = {Thu, 20 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2110-15191.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03026,
  author       = {Kimin Lee and
                  Laura M. Smith and
                  Anca D. Dragan and
                  Pieter Abbeel},
  title        = {B-Pref: Benchmarking Preference-Based Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2111.03026},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.03026},
  eprinttype   = {arXiv},
  eprint       = {2111.03026},
  timestamp    = {Thu, 07 Jul 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-03026.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-09613,
  author       = {Hankook Lee and
                  Kibok Lee and
                  Kimin Lee and
                  Honglak Lee and
                  Jinwoo Shin},
  title        = {Improving Transferability of Representations via Augmentation-Aware
                  Self-Supervision},
  journal      = {CoRR},
  volume       = {abs/2111.09613},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.09613},
  eprinttype   = {arXiv},
  eprint       = {2111.09613},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-09613.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ton/KimLKSSC20,
  author       = {Seokhyun Kim and
                  Kimin Lee and
                  Yeonkeun Kim and
                  Jinwoo Shin and
                  Seungwon Shin and
                  Song Chong},
  title        = {Dynamic Control for On-Demand Interference-Managed {WLAN} Infrastructures},
  journal      = {{IEEE/ACM} Trans. Netw.},
  volume       = {28},
  number       = {1},
  pages        = {84--97},
  year         = {2020},
  url          = {https://doi.org/10.1109/TNET.2019.2953597},
  doi          = {10.1109/TNET.2019.2953597},
  timestamp    = {Fri, 06 Dec 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ton/KimLKSSC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YunPLS20,
  author       = {Sukmin Yun and
                  Jongjin Park and
                  Kimin Lee and
                  Jinwoo Shin},
  title        = {Regularizing Class-Wise Predictions via Self-Knowledge Distillation},
  booktitle    = {2020 {IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2020, Seattle, WA, USA, June 13-19, 2020},
  pages        = {13873--13882},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2020},
  url          = {https://openaccess.thecvf.com/content\_CVPR\_2020/html/Yun\_Regularizing\_Class-Wise\_Predictions\_via\_Self-Knowledge\_Distillation\_CVPR\_2020\_paper.html},
  doi          = {10.1109/CVPR42600.2020.01389},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/YunPLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeLSL20,
  author       = {Kimin Lee and
                  Kibok Lee and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {Network Randomization: {A} Simple Technique for Generalization in
                  Deep Reinforcement Learning},
  booktitle    = {8th International Conference on Learning Representations, {ICLR} 2020,
                  Addis Ababa, Ethiopia, April 26-30, 2020},
  publisher    = {OpenReview.net},
  year         = {2020},
  url          = {https://openreview.net/forum?id=HJgcvJBFvB},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LeeLSL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeSLLS20,
  author       = {Kimin Lee and
                  Younggyo Seo and
                  Seunghyun Lee and
                  Honglak Lee and
                  Jinwoo Shin},
  title        = {Context-aware Dynamics Model for Generalization in Model-Based Reinforcement
                  Learning},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {5757--5766},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/lee20g.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/LeeSLLS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LaskinLSPAS20,
  author       = {Michael Laskin and
                  Kimin Lee and
                  Adam Stooke and
                  Lerrel Pinto and
                  Pieter Abbeel and
                  Aravind Srinivas},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Reinforcement Learning with Augmented Data},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/e615c82aba461681ade82da2da38004a-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LaskinLSPAS20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SeoLGKSA20,
  author       = {Younggyo Seo and
                  Kimin Lee and
                  Ignasi Clavera Gilaberte and
                  Thanard Kurutach and
                  Jinwoo Shin and
                  Pieter Abbeel},
  editor       = {Hugo Larochelle and
                  Marc'Aurelio Ranzato and
                  Raia Hadsell and
                  Maria{-}Florina Balcan and
                  Hsuan{-}Tien Lin},
  title        = {Trajectory-wise Multiple Choice Learning for Dynamics Generalization
                  in Reinforcement Learning},
  booktitle    = {Advances in Neural Information Processing Systems 33: Annual Conference
                  on Neural Information Processing Systems 2020, NeurIPS 2020, December
                  6-12, 2020, virtual},
  year         = {2020},
  url          = {https://proceedings.neurips.cc/paper/2020/hash/9739efc4f01292e764c86caa59af353e-Abstract.html},
  timestamp    = {Tue, 19 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/SeoLGKSA20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-13964,
  author       = {Sukmin Yun and
                  Jongjin Park and
                  Kimin Lee and
                  Jinwoo Shin},
  title        = {Regularizing Class-wise Predictions via Self-knowledge Distillation},
  journal      = {CoRR},
  volume       = {abs/2003.13964},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.13964},
  eprinttype   = {arXiv},
  eprint       = {2003.13964},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-13964.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-14990,
  author       = {Michael Laskin and
                  Kimin Lee and
                  Adam Stooke and
                  Lerrel Pinto and
                  Pieter Abbeel and
                  Aravind Srinivas},
  title        = {Reinforcement Learning with Augmented Data},
  journal      = {CoRR},
  volume       = {abs/2004.14990},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.14990},
  eprinttype   = {arXiv},
  eprint       = {2004.14990},
  timestamp    = {Sun, 03 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-14990.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-06800,
  author       = {Kimin Lee and
                  Younggyo Seo and
                  Seunghyun Lee and
                  Honglak Lee and
                  Jinwoo Shin},
  title        = {Context-aware Dynamics Model for Generalization in Model-Based Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2005.06800},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.06800},
  eprinttype   = {arXiv},
  eprint       = {2005.06800},
  timestamp    = {Fri, 22 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-06800.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04938,
  author       = {Kimin Lee and
                  Michael Laskin and
                  Aravind Srinivas and
                  Pieter Abbeel},
  title        = {{SUNRISE:} {A} Simple Unified Framework for Ensemble Learning in Deep
                  Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2007.04938},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.04938},
  eprinttype   = {arXiv},
  eprint       = {2007.04938},
  timestamp    = {Mon, 20 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-04938.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-07358,
  author       = {Youngmin Oh and
                  Kimin Lee and
                  Jinwoo Shin and
                  Eunho Yang and
                  Sung Ju Hwang},
  title        = {Learning to Sample with Local and Global Contexts in Experience Replay
                  Buffer},
  journal      = {CoRR},
  volume       = {abs/2007.07358},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.07358},
  eprinttype   = {arXiv},
  eprint       = {2007.07358},
  timestamp    = {Tue, 21 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-07358.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-00614,
  author       = {Xingyu Lu and
                  Kimin Lee and
                  Pieter Abbeel and
                  Stas Tiomkin},
  title        = {Dynamics Generalization via Information Bottleneck in Deep Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2008.00614},
  year         = {2020},
  url          = {https://arxiv.org/abs/2008.00614},
  eprinttype   = {arXiv},
  eprint       = {2008.00614},
  timestamp    = {Fri, 07 Aug 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2008-00614.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08319,
  author       = {Adam Stooke and
                  Kimin Lee and
                  Pieter Abbeel and
                  Michael Laskin},
  title        = {Decoupling Representation Learning from Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2009.08319},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.08319},
  eprinttype   = {arXiv},
  eprint       = {2009.08319},
  timestamp    = {Wed, 23 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-08319.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-13303,
  author       = {Younggyo Seo and
                  Kimin Lee and
                  Ignasi Clavera and
                  Thanard Kurutach and
                  Jinwoo Shin and
                  Pieter Abbeel},
  title        = {Trajectory-wise Multiple Choice Learning for Dynamics Generalization
                  in Reinforcement Learning},
  journal      = {CoRR},
  volume       = {abs/2010.13303},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.13303},
  eprinttype   = {arXiv},
  eprint       = {2010.13303},
  timestamp    = {Mon, 02 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-13303.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-15195,
  author       = {Wilka Carvalho and
                  Anthony Liang and
                  Kimin Lee and
                  Sungryull Sohn and
                  Honglak Lee and
                  Richard L. Lewis and
                  Satinder Singh},
  title        = {Reinforcement Learning for Sparse-Reward Object-Interaction Tasks
                  in First-person Simulated 3D Environments},
  journal      = {CoRR},
  volume       = {abs/2010.15195},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.15195},
  eprinttype   = {arXiv},
  eprint       = {2010.15195},
  timestamp    = {Wed, 20 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-15195.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09392,
  author       = {Seung Jun Moon and
                  Sangwoo Mo and
                  Kimin Lee and
                  Jaeho Lee and
                  Jinwoo Shin},
  title        = {{MASKER:} Masked Keyword Regularization for Reliable Text Classification},
  journal      = {CoRR},
  volume       = {abs/2012.09392},
  year         = {2020},
  url          = {https://arxiv.org/abs/2012.09392},
  eprinttype   = {arXiv},
  eprint       = {2012.09392},
  timestamp    = {Wed, 27 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2012-09392.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeeLSL19,
  author       = {Kibok Lee and
                  Kimin Lee and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {Incremental Learning with Unlabeled Data in the Wild},
  booktitle    = {{IEEE} Conference on Computer Vision and Pattern Recognition Workshops,
                  {CVPR} Workshops 2019, Long Beach, CA, USA, June 16-20, 2019},
  pages        = {29--32},
  publisher    = {Computer Vision Foundation / {IEEE}},
  year         = {2019},
  url          = {http://openaccess.thecvf.com/content\_CVPRW\_2019/html/Uncertainty\_and\_Robustness\_in\_Deep\_Visual\_Learning/Lee\_Incremental\_Learning\_with\_Unlabeled\_Data\_in\_the\_Wild\_CVPRW\_2019\_paper.html},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LeeLSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/LeeLSL19,
  author       = {Kibok Lee and
                  Kimin Lee and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {Overcoming Catastrophic Forgetting With Unlabeled Data in the Wild},
  booktitle    = {2019 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
                  2019, Seoul, Korea (South), October 27 - November 2, 2019},
  pages        = {312--321},
  publisher    = {{IEEE}},
  year         = {2019},
  url          = {https://doi.org/10.1109/ICCV.2019.00040},
  doi          = {10.1109/ICCV.2019.00040},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iccv/LeeLSL19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HendrycksLM19,
  author       = {Dan Hendrycks and
                  Kimin Lee and
                  Mantas Mazeika},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Using Pre-Training Can Improve Model Robustness and Uncertainty},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {2712--2721},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/hendrycks19a.html},
  timestamp    = {Tue, 11 Jun 2019 15:37:38 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/HendrycksLM19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeYLLLS19,
  author       = {Kimin Lee and
                  Sukmin Yun and
                  Kibok Lee and
                  Honglak Lee and
                  Bo Li and
                  Jinwoo Shin},
  editor       = {Kamalika Chaudhuri and
                  Ruslan Salakhutdinov},
  title        = {Robust Inference via Generative Classifiers for Handling Noisy Labels},
  booktitle    = {Proceedings of the 36th International Conference on Machine Learning,
                  {ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
  series       = {Proceedings of Machine Learning Research},
  volume       = {97},
  pages        = {3763--3772},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v97/lee19f.html},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LeeYLLLS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-09960,
  author       = {Dan Hendrycks and
                  Kimin Lee and
                  Mantas Mazeika},
  title        = {Using Pre-Training Can Improve Model Robustness and Uncertainty},
  journal      = {CoRR},
  volume       = {abs/1901.09960},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.09960},
  eprinttype   = {arXiv},
  eprint       = {1901.09960},
  timestamp    = {Sat, 02 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-09960.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11300,
  author       = {Kimin Lee and
                  Sukmin Yun and
                  Kibok Lee and
                  Honglak Lee and
                  Bo Li and
                  Jinwoo Shin},
  title        = {Robust Inference via Generative Classifiers for Handling Noisy Labels},
  journal      = {CoRR},
  volume       = {abs/1901.11300},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.11300},
  eprinttype   = {arXiv},
  eprint       = {1901.11300},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-11300.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-12648,
  author       = {Kibok Lee and
                  Kimin Lee and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {Incremental Learning with Unlabeled Data in the Wild},
  journal      = {CoRR},
  volume       = {abs/1903.12648},
  year         = {2019},
  url          = {http://arxiv.org/abs/1903.12648},
  eprinttype   = {arXiv},
  eprint       = {1903.12648},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1903-12648.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05396,
  author       = {Kimin Lee and
                  Kibok Lee and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {A Simple Randomization Technique for Generalization in Deep Reinforcement
                  Learning},
  journal      = {CoRR},
  volume       = {abs/1910.05396},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.05396},
  eprinttype   = {arXiv},
  eprint       = {1910.05396},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-05396.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/LeeLMZSL18,
  author       = {Kibok Lee and
                  Kimin Lee and
                  Kyle Min and
                  Yuting Zhang and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {Hierarchical Novelty Detection for Visual Object Recognition},
  booktitle    = {2018 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2018, Salt Lake City, UT, USA, June 18-22, 2018},
  pages        = {1034--1042},
  publisher    = {Computer Vision Foundation / {IEEE} Computer Society},
  year         = {2018},
  url          = {http://openaccess.thecvf.com/content\_cvpr\_2018/html/Lee\_Hierarchical\_Novelty\_Detection\_CVPR\_2018\_paper.html},
  doi          = {10.1109/CVPR.2018.00114},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/cvpr/LeeLMZSL18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeLLS18,
  author       = {Kimin Lee and
                  Honglak Lee and
                  Kibok Lee and
                  Jinwoo Shin},
  title        = {Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution
                  Samples},
  booktitle    = {6th International Conference on Learning Representations, {ICLR} 2018,
                  Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings},
  publisher    = {OpenReview.net},
  year         = {2018},
  url          = {https://openreview.net/forum?id=ryiAv2xAZ},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/LeeLLS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeeLLS18,
  author       = {Kimin Lee and
                  Kibok Lee and
                  Honglak Lee and
                  Jinwoo Shin},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {A Simple Unified Framework for Detecting Out-of-Distribution Samples
                  and Adversarial Attacks},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {7167--7177},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/abdeb6f575ac5c6676b747bca8d09cc2-Abstract.html},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/nips/LeeLLS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MunLSH18,
  author       = {Jonghwan Mun and
                  Kimin Lee and
                  Jinwoo Shin and
                  Bohyung Han},
  editor       = {Samy Bengio and
                  Hanna M. Wallach and
                  Hugo Larochelle and
                  Kristen Grauman and
                  Nicol{\`{o}} Cesa{-}Bianchi and
                  Roman Garnett},
  title        = {Learning to Specialize with Knowledge Distillation for Visual Question
                  Answering},
  booktitle    = {Advances in Neural Information Processing Systems 31: Annual Conference
                  on Neural Information Processing Systems 2018, NeurIPS 2018, December
                  3-8, 2018, Montr{\'{e}}al, Canada},
  pages        = {8092--8102},
  year         = {2018},
  url          = {https://proceedings.neurips.cc/paper/2018/hash/0f2818101a7ac4b96ceeba38de4b934c-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/MunLSH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-00722,
  author       = {Kibok Lee and
                  Kimin Lee and
                  Kyle Min and
                  Yuting Zhang and
                  Jinwoo Shin and
                  Honglak Lee},
  title        = {Hierarchical Novelty Detection for Visual Object Recognition},
  journal      = {CoRR},
  volume       = {abs/1804.00722},
  year         = {2018},
  url          = {http://arxiv.org/abs/1804.00722},
  eprinttype   = {arXiv},
  eprint       = {1804.00722},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1804-00722.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-03888,
  author       = {Kimin Lee and
                  Kibok Lee and
                  Honglak Lee and
                  Jinwoo Shin},
  title        = {A Simple Unified Framework for Detecting Out-of-Distribution Samples
                  and Adversarial Attacks},
  journal      = {CoRR},
  volume       = {abs/1807.03888},
  year         = {2018},
  url          = {http://arxiv.org/abs/1807.03888},
  eprinttype   = {arXiv},
  eprint       = {1807.03888},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1807-03888.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LeeHPS17,
  author       = {Kimin Lee and
                  Changho Hwang and
                  KyoungSoo Park and
                  Jinwoo Shin},
  editor       = {Doina Precup and
                  Yee Whye Teh},
  title        = {Confident Multiple Choice Learning},
  booktitle    = {Proceedings of the 34th International Conference on Machine Learning,
                  {ICML} 2017, Sydney, NSW, Australia, 6-11 August 2017},
  series       = {Proceedings of Machine Learning Research},
  volume       = {70},
  pages        = {2014--2023},
  publisher    = {{PMLR}},
  year         = {2017},
  url          = {http://proceedings.mlr.press/v70/lee17b.html},
  timestamp    = {Wed, 29 May 2019 08:41:45 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/LeeHPS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeKCS17,
  author       = {Kimin Lee and
                  Jaehyung Kim and
                  Song Chong and
                  Jinwoo Shin},
  title        = {Simplified Stochastic Feedforward Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1704.03188},
  year         = {2017},
  url          = {http://arxiv.org/abs/1704.03188},
  eprinttype   = {arXiv},
  eprint       = {1704.03188},
  timestamp    = {Thu, 15 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LeeKCS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LeeHPS17,
  author       = {Kimin Lee and
                  Changho Hwang and
                  KyoungSoo Park and
                  Jinwoo Shin},
  title        = {Confident Multiple Choice Learning},
  journal      = {CoRR},
  volume       = {abs/1706.03475},
  year         = {2017},
  url          = {http://arxiv.org/abs/1706.03475},
  eprinttype   = {arXiv},
  eprint       = {1706.03475},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LeeHPS17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-09325,
  author       = {Kimin Lee and
                  Honglak Lee and
                  Kibok Lee and
                  Jinwoo Shin},
  title        = {Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution
                  Samples},
  journal      = {CoRR},
  volume       = {abs/1711.09325},
  year         = {2017},
  url          = {http://arxiv.org/abs/1711.09325},
  eprinttype   = {arXiv},
  eprint       = {1711.09325},
  timestamp    = {Thu, 22 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1711-09325.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/LeeKKSSC16,
  author       = {Kimin Lee and
                  Yeonkeun Kim and
                  Seokhyun Kim and
                  Jinwoo Shin and
                  Seungwon Shin and
                  Song Chong},
  title        = {Just-in-time WLANs: On-demand interference-managed {WLAN} infrastructures},
  booktitle    = {35th Annual {IEEE} International Conference on Computer Communications,
                  {INFOCOM} 2016, San Francisco, CA, USA, April 10-14, 2016},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/INFOCOM.2016.7524451},
  doi          = {10.1109/INFOCOM.2016.7524451},
  timestamp    = {Wed, 16 Oct 2019 14:14:51 +0200},
  biburl       = {https://dblp.org/rec/conf/infocom/LeeKKSSC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/secon/JeongLALC16,
  author       = {Jaeseong Jeong and
                  Kyunghan Lee and
                  Beknazar Abdikamalov and
                  Kimin Lee and
                  Song Chong},
  title        = {TravelMiner: On the Benefit of Path-Based Mobility Prediction},
  booktitle    = {13th Annual {IEEE} International Conference on Sensing, Communication,
                  and Networking, {SECON} 2016, London, United Kingdom, June 27-30,
                  2016},
  pages        = {1--9},
  publisher    = {{IEEE}},
  year         = {2016},
  url          = {https://doi.org/10.1109/SAHCN.2016.7733023},
  doi          = {10.1109/SAHCN.2016.7733023},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/secon/JeongLALC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}