Generalized prompt-driven zero-shot domain adaptive segmentation with feature rectification and semantic modulation.

Donghyun Kim 0006 MIT-IBM Watson AI Lab Boston University, USA https://orcid.org/0000-0002-7132-4454 Donghyun Kim DongHyun Kim Dong-Hyun Kim Dong Hyun Kim Donghyun Kim 0001 https://scholar.google.com/citations?user=FkiYhokAAAAJ https://orcid.org/0000-0002-4845-9369 https://www.wikidata.org/entity/Q130908749 Georgia State University, Atlanta, GA, USA Kennesaw State University, Marietta, Department of Computer Science North Carolina Central University, Durham, Department of Mathematics and Physics University of Texas at Dallas, Richardson Hanyang University, Department of Computer Science and Engineering Donghyun Kim 0002 University of Massachusetts, College of Information and Computer Sciences, Amherst, MA, USA Massachusetts Institute of Technology, Cambridge, MA, USA University of Texas at Austin, Department of Mechanical Engineering, TX, USA https://orcid.org/0000-0001-9534-5383 https://www.wikidata.org/entity/Q96206897 Donghyun Kim 0003 Hanwha Systems Co., Ltd., Yongin Research and Development Center, South Korea https://orcid.org/0000-0001-6267-4746 Donghyun Kim 0004 Korea Advanced Institute of Science and Technology (KAIST), Electrical Engineering Department, Daejeon, South Korea https://orcid.org/0000-0003-2738-9549 Donghyun Kim 0005 Dong Hyun Kim 0005 Sungkyunkwan University, Department of Smart Factory Convergence, Suwon, Republic of Korea https://orcid.org/0000-0002-8350-7661 Donghyun Kim 0007 NAVER Corporation, Seongnam, South Korea Yahoo! Inc, Yahoo Research, Sunnyvale, CA, USA Pohang University of Science and Technology, POSTECH, Korea https://dl.acm.org/profile/99658748702 https://orcid.org/0000-0002-5049-821X https://orcid.org/0000-0003-3900-6015 https://www.wikidata.org/entity/Q130820261 Donghyun Kim 0008 Dong-Hyun Kim 0008 Yonsei University, Department of Electrical and Electronic Engineering, College of Engineering, Seoul, Korea Stanford University, CA, USA https://orcid.org/0000-0002-6717-7770 https://www.wikidata.org/entity/Q89510889 Donghyun Kim 0009 Hanyang University, Department of Electrical Engineering, Ansan, Korea https://orcid.org/0000-0002-6626-3706 Donghyun Kim 0010 Dong Hyun Kim 0010 Yonsei University, Department of Electrical and Electronic Engineering, Seoul, Korea Donghyun Kim 0012 Dong Hyun Kim 0012 NAVER Corp, Seongnam, South Korea https://scholar.google.com/citations?user=EBC8BMAAAAAJ https://www.linkedin.com/in/donghyun-kim-0643a4158 https://github.com/dhkim0225 https://orcid.org/0000-0001-9033-5231 Donghyun Kim 0013 Yonsei University, School of Electrical and Electronic Engineering, Seoul, Korea Cornell University, Ithaca, NY, USA Massachusetts Institute of Technology, MIT, USA https://orcid.org/0000-0003-1960-0527 https://www.wikidata.org/entity/Q91542377 Donghyun Kim 0014 Qualcomm, Inc., San Diego, CA, USA Korea Advanced Institute of Science and Technology, KAIST, School of Electrical and Computer Science, Daejeon, Korea Donghyun Kim 0016 University of Illinois Urbana-Champaign, USA Donghyun Kim 0017 Electronics and Telecommunications Research Institute, Daejeon, Korea https://scholar.google.com/citations?user=2LCfJX0AAAAJ https://orcid.org/0000-0002-1289-0667

Jinyi Li Longyu Yang Donghyun Kim 0006 Kuniaki Saito Kate Saenko Stan Sclaroff Xiaofeng Zhu 0001 Ping Hu 0001 Generalized prompt-driven zero-shot domain adaptive segmentation with feature rectification and semantic modulation. 104615 2026 263 Comput. Vis. Image Underst. https://doi.org/10.1016/j.cviu.2025.104615 db/journals/cviu/cviu263.html#LiYKSSSZH26 streams/journals/cviu

Yongwoo Kim Sungmin Cha Donghyun Kim 0006 Are we truly forgetting? A critical re-examination of machine unlearning evaluation protocols. 2026 113785 167 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2026.113785 db/journals/eaai/eaai167.html#KimCK26 streams/journals/eaai

Jungmyung Wi Young Kyun Jang Dujin Lee Myeongseok Nam Donghyun Kim 0006 Delving into Pre-training for Domain Transfer: A Broad Study of Pre-training for Domain Generalization and Domain Adaptation. 2026 February 50 134 Int. J. Comput. Vis. 2 https://doi.org/10.1007/s11263-025-02590-5 db/journals/ijcv/ijcv134.html#WiJLNK26 streams/journals/ijcv

Jongwoo Park 0003 Kanchana Ranasinghe Kumara Kahatapitiya Wonjeong Ryu Donghyun Kim 0006 Michael S. Ryoo Too Many Frames, Not All Useful: Efficient Strategies for Long-Form Video QA. EACL (Volume 1: Long Papers) 2026 3569-3588 conf/eacl/2026-1 https://doi.org/10.18653/v1/2026.eacl-long.164 https://aclanthology.org/2026.eacl-long.164/ db/conf/eacl/eacl2026-1.html#ParkRKRKR26 streams/conf/eacl

Sehun Jung HyunJee Song Dong-Hee Kim Reuben Tan Jianfeng Gao 0001 Yong Jae Lee Donghyun Kim 0006 Spatially Grounded Long-Horizon Task Planning in the Wild. 2026 March abs/2603.13433 CoRR https://doi.org/10.48550/arXiv.2603.13433 db/journals/corr/corr2603.html#abs-2603-13433 streams/journals/corr

Jianrui Zhang Hyun Jung Lee Sukanta Ganguly Tae-Eui Kam Donghyun Kim 0006 Yong Jae Lee Your Embedding Model is SMARTer Than You Think. 2026 May abs/2605.24938 CoRR https://doi.org/10.48550/arXiv.2605.24938 db/journals/corr/corr2605.html#abs-2605-24938 streams/journals/corr

Thao Nguyen Krishna Kumar Singh Donghyun Kim 0006 Yong Jae Lee Yuheng Li Personal AI Agent for Camera Roll VQA. 2026 June abs/2606.05275 CoRR https://doi.org/10.48550/arXiv.2606.05275 db/journals/corr/corr2606.html#abs-2606-05275 streams/journals/corr

MinHyuk Jang Jong Wook Kim Youngdong Jang Donghyun Kim 0006 Wonseok Roh Inyong Hwang Guang Lin 0001 Sangpil Kim High-quality three-dimensional cartoon avatar reconstruction with Gaussian splatting. 110305 2025 148 Eng. Appl. Artif. Intell. https://doi.org/10.1016/j.engappai.2025.110305 db/journals/eaai/eaai148.html#JangKJKRHLK25 streams/journals/eaai

Sojung An Tae-Jin Oh Eunha Sohn Donghyun Kim 0006 Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting. 126301 2025 268 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.126301 db/journals/eswa/eswa268.html#AnOSK25 streams/journals/eswa

Kwanyong Park Sojung An Yong Jae Lee Donghyun Kim 0006 Learning Compositionality from Multifaceted Synthetic Data for Language-based Object Detection. 7873-7896 2025 November 133 Int. J. Comput. Vis. 11 https://doi.org/10.1007/s11263-025-02554-9 db/journals/ijcv/ijcv133.html#ParkALK25 streams/journals/ijcv

Kaihong Wang Donghyun Kim 0006 Margrit Betke LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning. ICCVW 2025 456-465 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00052 db/conf/iccv/iccv2025w.html#WangKB25 streams/conf/iccv Kuniaki Saito Donghyun Kim 0006 Kwanyong Park Atsushi Hashimoto 0001 Yoshitaka Ushiku CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning. 2025 ICCV 19872-19881 conf/iccv/2025 https://doi.org/10.1109/ICCV51701.2025.01848 db/conf/iccv/iccv2025.html#SaitoKPHU25 streams/conf/iccv Sungyeon Kim Donghyun Kim 0006 Suha Kwak Learning Unified Distance Metric Across Diverse Data Distributions with Parameter-Efficient Transfer Learning. 9374-9384 2025 WACV https://doi.org/10.1109/WACV61041.2025.00908 conf/wacv/2025 db/conf/wacv/wacv2025.html#Kim0K25

Sein Kim Hongseok Kang Kibum Kim Jiwan Kim Donghyun Kim 0006 Minchul Yang Kwangjin Oh Julian J. McAuley Chanyoung Park 0001 Lost in Sequence: Do Large Language Models Understand Sequential Recommendation? 2025 February abs/2502.13909 CoRR https://doi.org/10.48550/arXiv.2502.13909 db/journals/corr/corr2502.html#abs-2502-13909 streams/journals/corr

Kibum Kim Kanghoon Yoon Yeonjun In Jaehyeong Jeon Jinyoung Moon Donghyun Kim 0006 Chanyoung Park 0001 Weakly Supervised Video Scene Graph Generation via Natural Language Supervision. 2025 February abs/2502.15370 CoRR https://doi.org/10.48550/arXiv.2502.15370 db/journals/corr/corr2502.html#abs-2502-15370 streams/journals/corr

Kuniaki Saito Donghyun Kim 0006 Kwanyong Park Atsushi Hashimoto 0001 Yoshitaka Ushiku CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning. 2025 July abs/2507.01409 CoRR https://doi.org/10.48550/arXiv.2507.01409 db/journals/corr/corr2507.html#abs-2507-01409 streams/journals/corr

Kaihong Wang Donghyun Kim 0006 Margrit Betke LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning. 2025 July abs/2507.13568 CoRR https://doi.org/10.48550/arXiv.2507.13568 db/journals/corr/corr2507.html#abs-2507-13568 streams/journals/corr

Sojung An Kwanyong Park Yong Jae Lee Donghyun Kim 0006 Talk in Pieces, See in Whole: Disentangling and Hierarchical Aggregating Representations for Language-based Object Detection. 2025 September abs/2509.24192 CoRR https://doi.org/10.48550/arXiv.2509.24192 db/journals/corr/corr2509.html#abs-2509-24192 streams/journals/corr

Kibum Kim Kanghoon Yoon Jaehyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim 0006 Chanyoung Park 0001 LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation. 28306-28316 2024 CVPR https://doi.org/10.1109/CVPR52733.2024.02674 conf/cvpr/2024 db/conf/cvpr/cvpr2024.html#KimYJIM0P24 Kwanyong Park Kuniaki Saito Donghyun Kim 0006 Weak-to-Strong Compositional Learning from Generative Models for Language-Based Object Detection. 1-19 2024 ECCV (23) https://doi.org/10.1007/978-3-031-73337-6_1 conf/eccv/2024-23 db/conf/eccv/eccv2024-23.html#ParkSK24 streams/conf/eccv Sungyeon Kim Boseung Jeong Donghyun Kim 0006 Suha Kwak Efficient and Versatile Robust Fine-Tuning of Zero-Shot Models. 440-458 2024 ECCV (17) https://doi.org/10.1007/978-3-031-72643-9_26 conf/eccv/2024-17 db/conf/eccv/eccv2024-17.html#KimJKK24 streams/conf/eccv Young Kyun Jang Junmo Kang Yong Jae Lee Donghyun Kim 0006 MATE: Meet At The Embedding - Connecting Images with Long Texts. 1659-1672 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.90 https://aclanthology.org/2024.findings-emnlp.90 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#JangKLK24 Kibum Kim Kanghoon Yoon Yeonjun In Jinyoung Moon Donghyun Kim 0006 Chanyoung Park 0001 Adaptive Self-training Framework for Fine-grained Scene Graph Generation. 2024 ICLR https://openreview.net/forum?id=WipsLtH77t conf/iclr/2024 db/conf/iclr/iclr2024.html#KimYIMKP24 Gyusam Chang Jiwon Lee Donghyun Kim 0006 Jinkyu Kim 0001 Dongwook Lee Daehyun Ji Sujin Jang Sangpil Kim Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection. 2024 NeurIPS http://papers.nips.cc/paper_files/paper/2024/hash/6b7e1e96243c9edc378f85e7d232e415-Abstract-Conference.html conf/nips/2024 db/conf/nips/neurips2024.html#ChangLKKLJJK24 Jongwoo Park 0003 Kumara Kahatapitiya Donghyun Kim 0006 Shivchander Sudalairaj Quanfu Fan Michael S. Ryoo Grafting Vision Transformers. 1134-1143 2024 WACV https://doi.org/10.1109/WACV57701.2024.00118 conf/wacv/2024 db/conf/wacv/wacv2024.html#0003KKSFR24

Kibum Kim Kanghoon Yoon Yeonjun In Jinyoung Moon Donghyun Kim 0006 Chanyoung Park 0001 Adaptive Self-training Framework for Fine-grained Scene Graph Generation. 2024 abs/2401.09786 CoRR https://doi.org/10.48550/arXiv.2401.09786 db/journals/corr/corr2401.html#abs-2401-09786

Zexue He Leonid Karlinsky Donghyun Kim 0006 Julian J. McAuley Dmitry Krotov Rogério Feris CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory. 2024 abs/2402.13449 CoRR https://doi.org/10.48550/arXiv.2402.13449 db/journals/corr/corr2402.html#abs-2402-13449

Sojung An Tae-Jin Oh Eunha Sohn Donghyun Kim 0006 Deep learning for precipitation nowcasting: A survey from the perspective of time series forecasting. 2024 abs/2406.04867 CoRR https://doi.org/10.48550/arXiv.2406.04867 db/journals/corr/corr2406.html#abs-2406-04867

Jongwoo Park 0003 Kanchana Ranasinghe Kumara Kahatapitiya Wonjeong Ryoo Donghyun Kim 0006 Michael S. Ryoo Too Many Frames, not all Useful: Efficient Strategies for Long-Form Video QA. 2024 abs/2406.09396 CoRR https://doi.org/10.48550/arXiv.2406.09396 db/journals/corr/corr2406.html#abs-2406-09396

Young Kyun Jang Junmo Kang Yong Jae Lee Donghyun Kim 0006 MATE: Meet At The Embedding - Connecting Images with Long Texts. 2024 abs/2407.09541 CoRR https://doi.org/10.48550/arXiv.2407.09541 db/journals/corr/corr2407.html#abs-2407-09541 streams/journals/corr

Kwanyong Park Kuniaki Saito Donghyun Kim 0006 Weak-to-Strong Compositional Learning from Generative Models for Language-based Object Detection. 2024 abs/2407.15296 CoRR https://doi.org/10.48550/arXiv.2407.15296 db/journals/corr/corr2407.html#abs-2407-15296 streams/journals/corr

Sungyeon Kim Boseung Jeong Donghyun Kim 0006 Suha Kwak Efficient and Versatile Robust Fine-Tuning of Zero-shot Models. 2024 abs/2408.05749 CoRR https://doi.org/10.48550/arXiv.2408.05749 db/journals/corr/corr2408.html#abs-2408-05749 streams/journals/corr

Gyusam Chang Jiwon Lee Donghyun Kim 0006 Jinkyu Kim 0001 Dongwook Lee Daehyun Ji Sujin Jang Sangpil Kim Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection. 2024 abs/2410.22461 CoRR https://doi.org/10.48550/arXiv.2410.22461 db/journals/corr/corr2410.html#abs-2410-22461 streams/journals/corr

Kanghoon Yoon Kibum Kim Jaehyung Jeon Yeonjun In Donghyun Kim 0006 Chanyoung Park 0001 RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning. 2024 abs/2412.12788 CoRR https://doi.org/10.48550/arXiv.2412.12788 db/journals/corr/corr2412.html#abs-2412-12788 streams/journals/corr

James Seale Smith Leonid Karlinsky Vyshnavi Gutta Paola Cascante-Bonilla Donghyun Kim 0006 Assaf Arbelle Rameswar Panda Rogério Feris Zsolt Kira CODA-Prompt: COntinual Decomposed Attention-Based Prompting for Rehearsal-Free Continual Learning. 11909-11919 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01146 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#SmithKGCKAPFK23 James Seale Smith Paola Cascante-Bonilla Assaf Arbelle Donghyun Kim 0006 Rameswar Panda David D. Cox Diyi Yang Zsolt Kira Rogério Feris Leonid Karlinsky ConStruct-VL: Data-Free Continual Structured VL Concepts Learning. 14994-15004 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01440 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#SmithCAKPCYKFK23 Kaihong Wang Donghyun Kim 0006 Rogério Feris Margrit Betke CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation. 11485-11495 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01058 conf/iccv/2023 db/conf/iccv/iccv2023.html#WangKFB23 Paola Cascante-Bonilla Khaled Shehada James Seale Smith Sivan Doveh Donghyun Kim 0006 Rameswar Panda Gül Varol Aude Oliva Vicente Ordonez Rogério Feris Leonid Karlinsky Going Beyond Nouns With Vision & Language Models Using Synthetic Data. 20098-20108 2023 ICCV https://doi.org/10.1109/ICCV51070.2023.01844 conf/iccv/2023 db/conf/iccv/iccv2023.html#Cascante-Bonilla23 Sivan Doveh Assaf Arbelle Sivan Harary Roei Herzig Donghyun Kim 0006 Paola Cascante-Bonilla Amit Alfassy Rameswar Panda Raja Giryes Rogério Feris Shimon Ullman Leonid Karlinsky Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/efe406d6d2674d176cdcd958ce605d17-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#DovehAHHKCAPGFU23 Howard Zhong Samarth Mishra Donghyun Kim 0006 SouYoung Jin Rameswar Panda Hilde Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogério Feris Learning Human Action Recognition Representations Without Real Humans. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/cd556f38dba3a6c367c42fa85fc0801c-Abstract-Datasets_and_Benchmarks.html conf/nips/2023 db/conf/nips/neurips2023.html#ZhongMKJPKKSOF23

Kuniaki Saito Donghyun Kim 0006 Piotr Teterwak Rogério Feris Kate Saenko Mind the Backbone: Minimizing Backbone Distortion for Robust Object Detection. 2023 abs/2303.14744 CoRR https://doi.org/10.48550/arXiv.2303.14744 db/journals/corr/corr2303.html#abs-2303-14744

Dina Bashkirova Samarth Mishra Diala Lteif Piotr Teterwak Donghyun Kim 0006 Fadi M. Alladkani James Akl Berk Çalli Sarah Adel Bargal Kate Saenko Daehan Kim Minseok Seo Youngjin Jeon Dong-Geol Choi Shahaf Ettedgui Raja Giryes Shady Abu-Hussein Binhui Xie Shuang Li 0008 VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. 2023 abs/2303.14828 CoRR https://doi.org/10.48550/arXiv.2303.14828 db/journals/corr/corr2303.html#abs-2303-14828

Paola Cascante-Bonilla Khaled Shehada James Seale Smith Sivan Doveh Donghyun Kim 0006 Rameswar Panda Gül Varol Aude Oliva Vicente Ordonez Rogério Feris Leonid Karlinsky Going Beyond Nouns With Vision & Language Models Using Synthetic Data. 2023 abs/2303.17590 CoRR https://doi.org/10.48550/arXiv.2303.17590 db/journals/corr/corr2303.html#abs-2303-17590

Sivan Doveh Assaf Arbelle Sivan Harary Roei Herzig Donghyun Kim 0006 Paola Cascante-Bonilla Amit Alfassy Rameswar Panda Raja Giryes Rogério Feris Shimon Ullman Leonid Karlinsky Dense and Aligned Captions (DAC) Promote Compositional Reasoning in VL Models. 2023 abs/2305.19595 CoRR https://doi.org/10.48550/arXiv.2305.19595 db/journals/corr/corr2305.html#abs-2305-19595

Sungyeon Kim Donghyun Kim 0006 Suha Kwak Universal Metric Learning with Parameter-Efficient Transfer Learning. 2023 abs/2309.08944 CoRR https://doi.org/10.48550/arXiv.2309.08944 db/journals/corr/corr2309.html#abs-2309-08944

Kibum Kim Kanghoon Yoon Jaehyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim 0006 Chanyoung Park 0001 LLM4SGG: Large Language Model for Weakly Supervised Scene Graph Generation. 2023 abs/2310.10404 CoRR https://doi.org/10.48550/arXiv.2310.10404 db/journals/corr/corr2310.html#abs-2310-10404

Howard Zhong Samarth Mishra Donghyun Kim 0006 SouYoung Jin Rameswar Panda Hilde Kuehne Leonid Karlinsky Venkatesh Saligrama Aude Oliva Rogério Feris Learning Human Action Recognition Representations Without Real Humans. 2023 abs/2311.06231 CoRR https://doi.org/10.48550/arXiv.2311.06231 db/journals/corr/corr2311.html#abs-2311-06231

Donghyun Kim 0006 Learning generalizable and transferable representations across domains and modalities Boston University, USA 2022 https://hdl.handle.net/2144/45295 Donghyun Kim 0006 Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff A Unified Framework for Domain Adaptive Pose Estimation. 603-620 2022 ECCV (33) https://doi.org/10.1007/978-3-031-19827-4_35 conf/eccv/2022-33 db/conf/eccv/eccv2022-33.html#KimWSBS22 Donghyun Kim 0006 Kaihong Wang Stan Sclaroff Kate Saenko A Broad Study of Pre-training for Domain Generalization and Adaptation. 621-638 2022 ECCV (33) https://doi.org/10.1007/978-3-031-19827-4_36 conf/eccv/2022-33 db/conf/eccv/eccv2022-33.html#KimWSS22

Donghyun Kim 0006 Kaihong Wang Stan Sclaroff Kate Saenko A Broad Study of Pre-training for Domain Generalization and Adaptation. 2022 abs/2203.11819 CoRR https://doi.org/10.48550/arXiv.2203.11819 db/journals/corr/corr2203.html#abs-2203-11819

Donghyun Kim 0006 Kaihong Wang Kate Saenko Margrit Betke Stan Sclaroff A Unified Framework for Domain Adaptive Pose Estimation. 2022 abs/2204.00172 CoRR https://doi.org/10.48550/arXiv.2204.00172 db/journals/corr/corr2204.html#abs-2204-00172

Quanfu Fan Donghyun Kim 0006 Chun-Fu Chen 0001 Stan Sclaroff Kate Saenko Sarah Adel Bargal Temporal Relevance Analysis for Video Action Models. 2022 abs/2204.11929 CoRR https://doi.org/10.48550/arXiv.2204.11929 db/journals/corr/corr2204.html#abs-2204-11929

Jongwoo Park 0003 Kumara Kahatapitiya Donghyun Kim 0006 Shivchander Sudalairaj Quanfu Fan Michael S. Ryoo Grafting Vision Transformers. 2022 abs/2210.15943 CoRR https://doi.org/10.48550/arXiv.2210.15943 db/journals/corr/corr2210.html#abs-2210-15943

James Seale Smith Paola Cascante-Bonilla Assaf Arbelle Donghyun Kim 0006 Rameswar Panda David D. Cox Diyi Yang Zsolt Kira Rogério Feris Leonid Karlinsky ConStruct-VL: Data-Free Continual Structured VL Concepts Learning. 2022 abs/2211.09790 CoRR https://doi.org/10.48550/arXiv.2211.09790 db/journals/corr/corr2211.html#abs-2211-09790

Sivan Doveh Assaf Arbelle Sivan Harary Rameswar Panda Roei Herzig Eli Schwartz Donghyun Kim 0006 Raja Giryes Rogério Feris Shimon Ullman Leonid Karlinsky Teaching Structured Vision&Language Concepts to Vision&Language Models. 2022 abs/2211.11733 CoRR https://doi.org/10.48550/arXiv.2211.11733 db/journals/corr/corr2211.html#abs-2211-11733

Kaihong Wang Donghyun Kim 0006 Rogério Feris Kate Saenko Margrit Betke Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation. 2022 abs/2211.14703 CoRR https://doi.org/10.48550/arXiv.2211.14703 db/journals/corr/corr2211.html#abs-2211-14703

Donghyun Kim 0006 Kuniaki Saito Tae-Hyun Oh Bryan A. Plummer Stan Sclaroff Kate Saenko CDS: Cross-Domain Self-supervised Pre-training. 9103-9112 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00899 conf/iccv/2021 db/conf/iccv/iccv2021.html#KimSOPSS21 Kuniaki Saito Donghyun Kim 0006 Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density. 9164-9173 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.00905 conf/iccv/2021 db/conf/iccv/iccv2021.html#SaitoKTSDS21 Donghyun Kim 0006 Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu 0002 Stan Sclaroff Kate Saenko Manmohan Chandraker Learning Cross-Modal Contrastive Features for Video Domain Adaptation. 13598-13607 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.01336 conf/iccv/2021 db/conf/iccv/iccv2021.html#KimTZ0SSC21 Donghyun Kim 0006 Kuniaki Saito Samarth Mishra Stan Sclaroff Kate Saenko Bryan A. Plummer Self-supervised Visual Attribute Learning for Fashion Compatibility. 1057-1066 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00123 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#KimSMSSP21 Donghyun Kim 0006 Tian Lan Chuhang Zou Ning Xu Bryan A. Plummer Stan Sclaroff Jayan Eledath Gérard G. Medioni MILA: Multi-Task Learning from Videos via Efficient Inter-Frame Attention. 2219-2229 2021 ICCVW https://doi.org/10.1109/ICCVW54120.2021.00251 conf/iccvw/2021 db/conf/iccvw/iccvw2021.html#KimLZXPSEM21 Dina Bashkirova Dan Hendrycks Donghyun Kim 0006 Haojin Liao Samarth Mishra Chandramouli Rajagopalan Kate Saenko Kuniaki Saito Burhan Ul Tayyab Piotr Teterwak Ben Usman VisDA-2021 Competition: Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data. 66-79 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v176/bashkirova22a.html conf/nips/2021demo db/conf/nips/demo2021x.html#BashkirovaHKLMR21 Dina Bashkirova Samarth Mishra Diala Lteif Piotr Teterwak Donghyun Kim 0006 Fadi M. Alladkani James Akl Berk Çalli Sarah Adel Bargal Kate Saenko Daehan Kim Minseok Seo YoungJin Jeon Dong-Geol Choi Shahaf Ettedgui Raja Giryes Shady Abu-Hussein Binhui Xie Shuang Li 0008 VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting. 104-118 2021 NeurIPS (Competition and Demos) https://proceedings.mlr.press/v220/bashkirova22a.html conf/nips/2022demo db/conf/nips/demo2022.html#BashkirovaMLTKAACBSKSJCEGAXL21 Kuniaki Saito Donghyun Kim 0006 Kate Saenko OpenMatch: Open-Set Semi-supervised Learning with Open-set Consistency Regularization. 25956-25967 2021 NeurIPS https://proceedings.neurips.cc/paper/2021/hash/da11e8cd1811acb79ccf0fd62cd58f86-Abstract.html conf/nips/2021 db/conf/nips/neurips2021.html#SaitoKS21

Kuniaki Saito Donghyun Kim 0006 Kate Saenko OpenMatch: Open-set Consistency Regularization for Semi-supervised Learning with Outliers. 2021 abs/2105.14148 CoRR https://arxiv.org/abs/2105.14148 db/journals/corr/corr2105.html#abs-2105-14148

Dina Bashkirova Dan Hendrycks Donghyun Kim 0006 Samarth Mishra Kate Saenko Kuniaki Saito Piotr Teterwak Ben Usman VisDA-2021 Competition Universal Domain Adaptation to Improve Performance on Out-of-Distribution Data. 2021 abs/2107.11011 CoRR https://arxiv.org/abs/2107.11011 db/journals/corr/corr2107.html#abs-2107-11011

Kuniaki Saito Donghyun Kim 0006 Piotr Teterwak Stan Sclaroff Trevor Darrell Kate Saenko Tune it the Right Way: Unsupervised Validation of Domain Adaptation via Soft Neighborhood Density. 2021 abs/2108.10860 CoRR https://arxiv.org/abs/2108.10860 db/journals/corr/corr2108.html#abs-2108-10860

Donghyun Kim 0006 Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu 0002 Stan Sclaroff Kate Saenko Manmohan Chandraker Learning Cross-modal Contrastive Features for Video Domain Adaptation. 2021 abs/2108.11974 CoRR https://arxiv.org/abs/2108.11974 db/journals/corr/corr2108.html#abs-2108-11974

Donghyun Kim 0006 Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer MULE: Multimodal Universal Language Embedding. 11254-11261 2020 AAAI https://doi.org/10.1609/aaai.v34i07.6785 conf/aaai/2020 db/conf/aaai/aaai2020.html#KimSSSP20 Andrea Burns Donghyun Kim 0006 Derry Wijaya Kate Saenko Bryan A. Plummer Learning to Scale Multilingual Representations for Vision-Language Tasks. 197-213 2020 ECCV (4) https://doi.org/10.1007/978-3-030-58548-8_12 conf/eccv/2020-4 db/conf/eccv/eccv2020-4.html#BurnsKWSP20 Kuniaki Saito Donghyun Kim 0006 Stan Sclaroff Kate Saenko Universal Domain Adaptation through Self Supervision. 2020 NeurIPS https://proceedings.neurips.cc/paper/2020/hash/bb7946e7d85c81a9e69fee1cea4a087c-Abstract.html conf/nips/2020 db/conf/nips/neurips2020.html#SaitoKSS20 Donghyun Kim 0006 Sarah Adel Bargal Jianming Zhang 0001 Stan Sclaroff Multi-way Encoding for Robustness. 1341-1349 2020 WACV https://doi.org/10.1109/WACV45572.2020.9093609 conf/wacv/2020 db/conf/wacv/wacv2020.html#KimBZS20

Donghyun Kim 0006 Tian Lan Chuhang Zou Ning Xu Bryan A. Plummer Stan Sclaroff Jayan Eledath Gérard G. Medioni Multi-Task Learning from Videos via Efficient Inter-Frame Attention. 2020 abs/2002.07362 CoRR https://arxiv.org/abs/2002.07362 db/journals/corr/corr2002.html#abs-2002-07362

Kuniaki Saito Donghyun Kim 0006 Stan Sclaroff Kate Saenko Universal Domain Adaptation through Self Supervision. 2020 abs/2002.07953 CoRR https://arxiv.org/abs/2002.07953 db/journals/corr/corr2002.html#abs-2002-07953

Donghyun Kim 0006 Kuniaki Saito Tae-Hyun Oh Bryan A. Plummer Stan Sclaroff Kate Saenko Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels. 2020 abs/2003.08264 CoRR https://arxiv.org/abs/2003.08264 db/journals/corr/corr2003.html#abs-2003-08264

Andrea Burns Donghyun Kim 0006 Derry Wijaya Kate Saenko Bryan A. Plummer Learning to Scale Multilingual Representations for Vision-Language Tasks. 2020 abs/2004.04312 CoRR https://arxiv.org/abs/2004.04312 db/journals/corr/corr2004.html#abs-2004-04312

Donghyun Kim 0006 Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer Self-supervised Visual Attribute Learning for Fashion Compatibility. 2020 abs/2008.00348 CoRR https://arxiv.org/abs/2008.00348 db/journals/corr/corr2008.html#abs-2008-00348

Kuniaki Saito Donghyun Kim 0006 Stan Sclaroff Trevor Darrell Kate Saenko Semi-Supervised Domain Adaptation via Minimax Entropy. 8049-8057 2019 ICCV https://doi.org/10.1109/ICCV.2019.00814 conf/iccv/2019 db/conf/iccv/iccv2019.html#SaitoKSDS19

Kuniaki Saito Donghyun Kim 0006 Stan Sclaroff Trevor Darrell Kate Saenko Semi-supervised Domain Adaptation via Minimax Entropy. 2019 abs/1904.06487 CoRR http://arxiv.org/abs/1904.06487 db/journals/corr/corr1904.html#abs-1904-06487

Donghyun Kim 0006 Sarah Adel Bargal Jianming Zhang 0001 Stan Sclaroff Multi-way Encoding for Robustness. 2019 abs/1906.02033 CoRR http://arxiv.org/abs/1906.02033 db/journals/corr/corr1906.html#abs-1906-02033

Donghyun Kim 0006 Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer MULE: Multimodal Universal Language Embedding. 2019 abs/1909.03493 CoRR http://arxiv.org/abs/1909.03493 db/journals/corr/corr1909.html#abs-1909-03493

Sarah Adel Bargal Andrea Zunino Donghyun Kim 0006 Jianming Zhang 0001 Vittorio Murino Stan Sclaroff Excitation Backprop for RNNs. 1440-1449 2018 CVPR http://openaccess.thecvf.com/content_cvpr_2018/html/Bargal_Excitation_Backprop_for_CVPR_2018_paper.html https://doi.org/10.1109/CVPR.2018.00156 https://doi.ieeecomputersociety.org/10.1109/CVPR.2018.00156 conf/cvpr/2018 db/conf/cvpr/cvpr2018.html#BargalZKZMS18 Donghyun Kim 0006 Matthias Hernandez Jongmoo Choi Gérard G. Medioni Deep 3D face identification. 133-142 2017 IJCB https://doi.org/10.1109/BTAS.2017.8272691 conf/icb/2017 db/conf/icb/ijcb2017.html#KimHCM17

Donghyun Kim 0006 Matthias Hernandez Jongmoo Choi Gérard G. Medioni Deep 3D Face Identification. 2017 abs/1703.10714 CoRR http://arxiv.org/abs/1703.10714 db/journals/corr/corr1703.html#KimHCM17

Sarah Adel Bargal Andrea Zunino Donghyun Kim 0006 Jianming Zhang 0001 Vittorio Murino Stan Sclaroff Excitation Backprop for RNNs. 2017 abs/1711.06778 CoRR http://arxiv.org/abs/1711.06778 db/journals/corr/corr1711.html#abs-1711-06778

Donghyun Kim 0006 Jongmoo Choi Jatuporn Toy Leksut Gérard G. Medioni Accurate 3D face modeling and recognition from RGB-D stream in the presence of large pose changes. 3011-3015 2016 ICIP https://doi.org/10.1109/ICIP.2016.7532912 conf/icip/2016 db/conf/icip/icip2016.html#KimCLM16 Donghyun Kim 0006 Jongmoo Choi Jatuporn Toy Leksut Gérard G. Medioni Expression invariant 3D face modeling from an RGB-D video. 2362-2367 2016 ICPR https://doi.org/10.1109/ICPR.2016.7899989 conf/icpr/2016 db/conf/icpr/icpr2016.html#KimCLM16 Shady Abu-Hussein James Akl Amit Alfassy Fadi M. Alladkani Sojung An Assaf Arbelle Sarah Adel Bargal Dina Bashkirova Margrit Betke Andrea Burns Berk Çalli Paola Cascante-Bonilla Sungmin Cha Manmohan Krishna ChandrakerManmohan Chandraker Gyusam Chang Chun-Fu Chen 0001 Dong-Geol Choi Jongmoo Choi David D. Cox Trevor Darrell Sivan Doveh Jayan Eledath Shahaf Ettedgui Quanfu Fan Rogério Feris Sukanta Ganguly Jianfeng Gao 0001 Raja Giryes Vyshnavi Gutta Sivan Harary Atsushi Hashimoto 0001 Zexue He Dan Hendrycks Matthias Hernandez Roei Herzig Ping Hu 0001 Inyong Hwang Yeonjun In MinHyuk Jang Sujin Jang Young Kyun Jang Youngdong Jang Jaehyeong Jeon Jaehyung Jeon Youngjin JeonYoungJin Jeon Boseung Jeong Daehyun Ji SouYoung Jin Sehun Jung Kumara Kahatapitiya Tae-Eui Kam Hongseok Kang Junmo Kang Leonid Karlinsky Daehan Kim Dong-Hee Kim Jinkyu Kim 0001 Jiwan Kim Jong Wook Kim Kibum Kim Sangpil Kim Sein Kim Sungyeon Kim Youngwoo KimYongwoo Kim Zsolt Kira Dmitry Krotov Hilde Kuehne Suha Kwak Tian Lan Dongwook Lee Dujin Lee Hyun Jung Lee Jiwon Lee Yong Jae Lee Jatuporn Toy Leksut Jinyi Li Shuang Li 0008 Yuheng Li Haojin Liao Guang Lin 0001 Diala Lteif Julian J. McAuley Gérard G. Medioni Samarth Mishra Jinyoung Moon Vittorio Murino Myeongseok Nam Thao Nguyen Kwangjin Oh Tae-Hyun Oh Tae-Jin Oh Aude Oliva Vicente Ordonez Rameswar Panda Chanyoung Park 0001 Jongwoo Park 0003 Kwanyong Park Bryan A. Plummer Chandramouli Rajagopalan Kanchana Ranasinghe Wonseok Roh Michael S. Ryoo Wonjeong Ryoo Wonjeong Ryu Kate Saenko Kuniaki Saito Venkatesh Saligrama Eli Schwartz Stan Sclaroff Minseok Seo Khaled Shehada Krishna Kumar Singh James Seale Smith Eun-Ha SohnEunha Sohn HyunJee Song Shivchander Sudalairaj Reuben Tan Burhan Ul Tayyab Piotr Teterwak Yi-Hsuan Tsai Shimon Ullman Yoshitaka Ushiku Ben Usman Gül Varol Kaihong Wang Jungmyung Wi Derry Wijaya Binhui Xie Ning Xu Diyi Yang Longyu Yang Min-Chul YangMinchul Yang Kanghoon Yoon Xiang Yu 0002 Jianming Zhang 0001 Jianrui Zhang Howard Zhong Xiaofeng Zhu 0001 Bingbing Zhuang Chuhang Zou Andrea Zunino