Publications
* indicates corresponding author
† indicates equally contributed first authors
CA2ST: Cross-Attention in Audio, Space, and Time for Holistic Video Recognition
Jongseo Lee†, Joohyun Chang†, Dongho Lee and Jinwoo Choi*
Under review at IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
ARXIV
PCBEAR: Pose Concept Bottleneck for Explainable Action Recognition
Jongseo Lee, Wooil Lee, Gyeong-Moon Park*, Seong Tae Kim* and Jinwoo Choi*
To appear in 4th Explainable AI for Computer Vision (XAI4CV) Workshop, IEEE/CVF Computer Vision and Pattern Recognition (CVPR), 2025
MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
Kyungho Bae, Jinhyung Kim, Sihaeng Lee, Soonyoung Lee, Gunhee Lee*, and Jinwoo Choi*
To appear in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Highlight (3.7% acceptance rate), 2025
ARXIV
Universal Domain Adaptation for Semantic Segmentation
Seun-An Choe, Keon-Hee Park, Jinwoo Choi and Gyeong-Moon Park*
To appear in IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
HiCM2: Hierarchical Compact Memory Modeling for Dense Video Captioning
Minkuk Kim, Hyeon Bae Kim, Jinyoung Moon, Jinwoo Choi* and Seong Tae Kim*
AAAI Conference on Artificial Intelligence (AAAI), 2025
ARXIV
Multi-Teacher Invariance Distillation for Domain-Generalized Action Recognition
Jongmin Shin, Abhishek Maiti, Yuliang Zou, Jinwoo Choi*
International Conference on Pattern Recognition (ICPR) Oral (8.8% acceptance rate), 2024
PDF
DEVIAS: Learning Disentangled Video Representations of Action and Scene
Kyungho Bae†, Geo Ahn†, Youngrae Kim†, Jinwoo Choi*
European Conference on Computer Vision (ECCV) Oral (2.3% acceptance rate), 2024
Video Domain Adaptation for Semantic Segmentation using Perceptual Consistency Matching
Ihsan Ullah, Sion An, Myeongkyun Kang, Philip Chikontwe, Hyunki Lee, Jinwoo Choi and Sang Hyun Park*
Neural Networks (NN), Jul. 2024
PDF
Open Set Domain Adaptation for Semantic Segmentation
Seun-An Choe†, Ah-Hyung Shin†, Keon-Hee Park, Jinwoo Choi* and Gyeong-Moon Park*
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
ARXIV
Do You Remember? Dense Video Captioning with Cross-Modal Memory Retrieval
Minkuk Kim, Hyeon Bae Kim, Jinyoung Moon, Jinwoo Choi* and Seong Tae Kim*
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
ARXIV
CAST: Cross-Attention in Space and Time for Video Action Recognition
Dongho Lee†, Jongseo Lee†, and Jinwoo Choi*
Proceedings of Neural Information Processing Systems (NeurIPS), 2023
Contrastive encoder pre-training-based clustered federated learning for heterogeneous data
Ye Lin Tun, Minh N.H. Nguyen, Chu Myaet Thwal, Jinwoo Choi, Choong Seon Hong*
Neural Networks, 2023
PDF
Learning Representational Invariances for Data-Efficient Action Recognition
Yuliang Zou, Jinwoo Choi*, Qitong Wang, and Jia-Bin Huang
Computer Vision and Image Understanding (CVIU), 2023
Self-Supervised Cross-Video Temporal Learning for Unsupervised Video Domain Adaptation
Jinwoo Choi, Jia-Bin Huang, and Gaurav Sharma
International Conference on Pattern Recognition (ICPR), 2022.
PDF
Shuffle and Attend: Video Domain Adaptation
Jinwoo Choi, Gaurav Sharma, Samuel Schulter, and Jia-Bin Huang
European Conference on Computer Vision (ECCV), 2020. (26.4% acceptance rate)
Unsupervised and Semi-Supervised Domain Adaptation for Action Recognition from Drones
Jinwoo Choi, Gaurav Sharma, Manmohan Chandraker, and Jia-Bin Huang
Winter Conference on Applications of Computer Vision (WACV), 2020. (Oral presentation)
Why Can’t I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition
Jinwoo Choi, Chen Gao, Joseph Messou, and Jia-Bin Huang
Proceedings of Neural Information Processing Systems (NeurIPS), 2019. (21.2% acceptance rate)
Robust Multi-Person Tracking for Real-Time Intelligent Video Surveillance
Jinwoo Choi, Daesung Moon, and Jang-Hee Yoo
ETRI Journal (SCI), 2015.
PDF
Obscene Video Detection Using Multiple-Classifier Fusion
Jinwoo Choi, and Seungwan Han
Japan-Korea Joint Workshop on Frontiers of Computer Vision (FCV), 2015. (Oral presentation)
PDF
The Visual Object Tracking VOT2014 Challenge Results
Matej Kristan et al. (including Jinwoo Choi),
European Conference on Computer Vision (ECCV) Workshop, 2014
PDF
Real-Time Multi-Person Tracking in Fixed Surveillance Camera Environment
Jinwoo Choi, and Jang-Hee Yoo
IEEE International Conference on Consumer Electronics (ICCE), 2013.
PDF
Multiple Channel Division for Efficient Distributed Video Coding
Sang-Uk Park, Young-Yoon Lee, Jinwoo Choi, Chang-Su Kim, and Sang-Uk Lee
IEEE International Conference on Image Processing (ICIP), 2009.
PDF
Flexible Complexity Control between Encoder and Decoder for Video Coding
Jinwoo Choi, Sang-Uk Park, Chang-Su Kim, and Sang-Uk Lee
IEEE International Workshop on Multimedia Signal Processing (MMSP), 2009.
PDF
Efficient Distributed Video Coding Using Symmetric Motion Estimation and Channel Division
Sang-Uk Park, Jinwoo Choi, Chang-Su Kim, Sang-Uk Lee, Jung Won Kang, and Kyung Jun Lee
IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, 2009.
PDF