Background-Aware Moment Detection for Video Moment Retrieval.

Seongho Choi 0001 Seong-Ho Choi 0001 Seong Ho Choi 0001 Seoul National University, South Korea https://orcid.org/0000-0002-7553-6761 Seongho Choi Seongho Choi 0002 Samsung Electronics Seongho Choi 0005 Ajou University, Suwon, Korea Seong-Ho Choi Seong-Ho Choi 0003 Hankyong National University, Ansung, Gyeonggi, Korea Seong-Ho Choi 0004 Hannam University, Department of Chemistry, Daejeon, Korea https://orcid.org/0000-0001-6704-6124 https://orcid.org/0000-0001-7775-2903 https://www.wikidata.org/entity/Q53293605 Seong Ho Choi Seong Ho Choi 0006 Chungbuk National University, Cheongju City, Korea https://orcid.org/0000-0001-8869-0218 https://www.wikidata.org/entity/Q92027915 Minjoon Jung Youwon Jang Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Background-Aware Moment Detection for Video Moment Retrieval. 8586-8596 2025 WACV https://doi.org/10.1109/WACV61041.2025.00832 conf/wacv/2025 db/conf/wacv/wacv2025.html#JungJ0KKZ25

Seongmin Jung Seongho Choi 0001 Gunwoo Jeon Minsu Cho Jongwoo Lim PanoGrounder: Bridging 2D and 3D with Panoramic Scene Representations for VLM-based 3D Visual Grounding. 2025 December abs/2512.20907 CoRR https://doi.org/10.48550/arXiv.2512.20907 db/journals/corr/corr2512.html#abs-2512-20907 streams/journals/corr

Minjung Shin Seongho Choi 0001 Yu-Jung Heo Minsu Lee 0001 Byoung-Tak Zhang Jeh-Kwang Ryu CogME: A Cognition-Inspired Multi-Dimensional Evaluation Metric for Story Understanding. 2024 CogSci https://escholarship.org/uc/item/8p3137gd conf/cogsci/2024 db/conf/cogsci/cogsci2024.html#Shin0HLZR24

Seongjun Jeong Gi-Cheon Kang Seongho Choi 0001 Joochan Kim Byoung-Tak Zhang Continual Vision-and-Language Navigation. 2024 abs/2403.15049 CoRR https://doi.org/10.48550/arXiv.2403.15049 db/journals/corr/corr2403.html#abs-2403-15049

Minsu Lee 0001 Yu-Jung Heo Seongho Choi 0001 Woo Suk Choi Byoung-Tak Zhang Video Turing Test: A first step towards human-level AI. 537-554 2023 December 44 AI Mag. 4 https://doi.org/10.1002/aaai.12128 db/journals/aim/aim44.html#LeeHCCZ23

Minjoon Jung Youwon Jang Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Overcoming Weak Visual-Textual Alignment for Video Moment Retrieval. 2023 abs/2306.02728 CoRR https://doi.org/10.48550/arXiv.2306.02728 db/journals/corr/corr2306.html#abs-2306-02728

Minjoon Jung Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. 7769-7781 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.530 https://aclanthology.org/2022.emnlp-main.530 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#JungCKKZ22

Minjoon Jung Seongho Choi 0001 Joochan Kim Jin-Hwa Kim Byoung-Tak Zhang Modal-specific Pseudo Query Generation for Video Corpus Moment Retrieval. 2022 abs/2210.12617 CoRR https://doi.org/10.48550/arXiv.2210.12617 db/journals/corr/corr2210.html#abs-2210-12617

Seongho Choi 0001 Kyoung-Woon On Yu-Jung Heo Ahjeong Seo Youwon Jang Minsu Lee 0001 Byoung-Tak Zhang DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. 1166-1174 2021 AAAI https://doi.org/10.1609/aaai.v35i2.16203 conf/aaai/2021 db/conf/aaai/aaai2021.html#ChoiOHSJLZ21

Minjung Shin Jeonghoon Kim Seongho Choi 0001 Yu-Jung Heo Donghyun Kim Minsu Lee 0001 Byoung-Tak Zhang Jeh-Kwang Ryu CogME: A Novel Evaluation Metric for Video Understanding Intelligence. 2021 abs/2107.09847 CoRR https://arxiv.org/abs/2107.09847 db/journals/corr/corr2107.html#abs-2107-09847

Donggeon Lee Seongho Choi 0001 Youwon Jang Byoung-Tak Zhang Mounting Video Metadata on Transformer-based Language Model for Open-ended Video Question Answering. 2021 abs/2108.05158 CoRR https://arxiv.org/abs/2108.05158 db/journals/corr/corr2108.html#abs-2108-05158

Yu-Jung Heo Minsu Lee 0001 Seongho Choi 0001 Woo Suk Choi Minjung Shin Minjoon Jung Jeh-Kwang Ryu Byoung-Tak Zhang Toward a Human-Level Video Understanding Intelligence. 2021 abs/2110.04203 CoRR https://arxiv.org/abs/2110.04203 db/journals/corr/corr2110.html#abs-2110-04203

Seongho Choi 0001 Kyoung-Woon On Yu-Jung Heo Ahjeong Seo Youwon Jang Seungchan Lee Minsu Lee 0001 Byoung-Tak Zhang DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. 2020 abs/2005.03356 CoRR https://arxiv.org/abs/2005.03356 db/journals/corr/corr2005.html#abs-2005-03356

Yu-Jung Heo Kyoung-Woon On Seongho Choi 0001 Jaeseo Lim Jinah Kim Jeh-Kwang Ryu Byung-Chull Bae Byoung-Tak Zhang Constructing Hierarchical Q&A Datasets for Video Story Understanding. 2019 abs/1904.00623 CoRR http://arxiv.org/abs/1904.00623 db/journals/corr/corr1904.html#abs-1904-00623

Eun-Sol Kim Kyoung-Woon On Jongseok Kim 0002 Yu-Jung Heo Seong-Ho Choi 0001 Hyun-Dong Lee Byoung-Tak Zhang Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification. 306-316 2018 ECCV Workshops (4) https://doi.org/10.1007/978-3-030-11018-5_28 conf/eccv/2018w4 db/conf/eccv/eccv2018w4.html#KimOKHCLZ18 Kyung-Min Kim Seong-Ho Choi 0001 Jin-Hwa Kim Byoung-Tak Zhang Multimodal Dual Attention Memory for Video Story Question Answering. 698-713 2018 ECCV (15) https://doi.org/10.1007/978-3-030-01267-0_41 conf/eccv/2018-15 db/conf/eccv/eccv2018-15.html#KimCKZ18

Kyung-Min Kim Seong-Ho Choi 0001 Jin-Hwa Kim Byoung-Tak Zhang Multimodal Dual Attention Memory for Video Story Question Answering. 2018 abs/1809.07999 CoRR http://arxiv.org/abs/1809.07999 db/journals/corr/corr1809.html#abs-1809-07999

Kyung-Min Kim Min-Oh Heo Seong-Ho Choi 0001 Byoung-Tak Zhang DeepStory: Video Story QA by Deep Embedded Memory Networks. 2016-2022 2017 IJCAI https://doi.org/10.24963/ijcai.2017/280 conf/ijcai/2017 db/conf/ijcai/ijcai2017.html#KimHCZ17

Kyung-Min Kim Min-Oh Heo Seong-Ho Choi 0001 Byoung-Tak Zhang DeepStory: Video Story QA by Deep Embedded Memory Networks. 2017 abs/1707.00836 CoRR http://arxiv.org/abs/1707.00836 db/journals/corr/corr1707.html#KimHCZ17

Byung-Chull Bae Minsu Cho Woosuk ChoiWoo Suk Choi Min-Oh Heo Yu-Jung Heo Youwon Jang Gunwoo Jeon Seongjun Jeong Minjoon Jung Seongmin Jung Gi-Cheon Kang Donghyun Kim Eun-Sol Kim Jeonghoon Kim Jin-Hwa Kim Jinah Kim Jongseok Kim 0002 Joochan Kim Kyung-Min Kim Donggeon Lee Hyun-Dong Lee Minsu Lee 0001 Seungchan Lee Jaeseo Lim Jongwoo Lim Kyoung-Woon On Jeh-Kwang Ryu Ahjeong Seo Minjung Shin Byoung-Tak Zhang