We aim to publish our research in top-tier AI venues of the highest standards.
MemoryTalker: Personalized Speech-Driven 3D Facial Animation via Audio-Guided Stylization
Hyung Kyu Kim, Sangmin Lee☨, Hak Gu Kim☨ (☨ Corresponding Author)
ICCV 2025 (Top-tier AI Conf.)
SocialGesture: Delving into Multi-person Gesture Understanding
Xu Cao, Pranav Virupaksha, Wenqi Jia, Bolin Lai, Fiona Ryan, Sangmin Lee☨, James M. Rehg☨ (☨ Corresponding Author)
CVPR 2025 (Top-tier AI Conf.)
Object-aware Sound Source Localization via Audio-Visual Scene Understanding
Sung Jin Um*, Dongjin Kim*, Sangmin Lee☨, Jung Uk Kim☨ (* Equal Contribution, ☨ Corresponding Author)
CVPR 2025 (Top-tier AI Conf.)
Gaze-LLE: Gaze Target Estimation via Large-Scale Learned Encoders
Fiona Ryan, Ajay Bati, Sangmin Lee, Daniel Bolya, Judy Hoffman, James M. Rehg
CVPR 2025 (Top-tier AI Conf.) (Highlight) [ Acceptance Rate 4% ]
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
Bolin Lai, Felix Juefei-Xu, Miao Liu, Xiaoliang Dai, Nikhil Mehta, Chenguang Zhu, Zeyi Huang, James M. Rehg,
Sangmin Lee, Ning Zhang, Tong Xiao
CVPR 2025 (Top-tier AI Conf.) (Highlight) [ Acceptance Rate 4% ]
Question-Aware Gaussian Experts for Audio-Visual Question Answering
Hongyeob Kim*, Inyoung Jung*, Dayoon Suh, Youjia Zhang, Sangmin Lee, Sungeun Hong (* Equal Contribution)
CVPR 2025 (Top-tier AI Conf.) (Highlight) [ Acceptance Rate 4% ]
Watch Video, Catch Keyword: Context-aware Keyword Attention for Moment Retrieval and Highlight Detection
Sung Jin Um, Dongjin Kim, Sangmin Lee☨, Jung Uk Kim☨ (☨ Corresponding Author)
AAAI 2025 (Top-tier AI Conf.)
Towards Social AI: A Survey on Understanding Social Interactions
Sangmin Lee, Minzhi Li, Bolin Lai, Wenqi Jia, Fiona Ryan, Xu Cao, Ozgur Kara, Bikram Boote, Weiyan Shi, Diyi Yang, James M. Rehg
Preprint 2024
Leveraging Object Priors for Point Tracking
Bikram Boote, Anh Thai, Wenqi Jia, Ozgur Kara, Stefan Stojanov, James M. Rehg☨, Sangmin Lee☨
(☨ Corresponding Author)
ECCVW 2024 (Oral Presentation)
Sangmin Lee, Bolin Lai, Fiona Ryan, Bikram Boote, James M. Rehg
CVPR 2024 (Top-tier AI Conf.) (Oral Presentation) [ Acceptance Rate 0.8% ]
Learning to Visually Localize Sound Sources from Mixtures without Prior Source Knowledge
Dongjin Kim*, Sung Jin Um*, Sangmin Lee☨, Jung Uk Kim☨ (* Equal Contribution, ☨ Corresponding Author)
CVPR 2024 (Top-tier AI Conf.)
Text-Guided Distillation Learning to Diversify Video Embeddings for Text-Video Retrieval
Sangmin Lee, Hyung-Il Kim, Yong Man Ro
Pattern Recognition (2024) (Journal IF: 8.0)
Analyzing Visible Articulatory Movements in Speech Production for Speech-Driven 3D Facial Animation
Hyung Kyu Kim, Sangmin Lee, Hak Gu Kim
ICIP 2024
Audio-Visual Mismatch-Aware Video Retrieval via Association and Adjustment
Sangmin Lee, Sungjune Park, Yong Man Ro
ECCV 2022 (Top-tier AI Conf.)
Sangmin Lee, Hyung-Il Kim, Yong Man Ro
CVPR 2022 (Top-tier AI Conf.)
Video Prediction Recalling Long-term Motion Context via Memory Alignment Learning
Sangmin Lee, Hak Gu Kim, Dae Hwi Choi, Hyung-Il Kim, Yong Man Ro
CVPR 2021 (Top-tier AI Conf.) (Oral Presentation) [ Acceptance Rate 4% ]Samsung HumanTech Paper Award, Competition Rate 17:1CUA Loss: Class Uncertainty-Aware Gradient Modulation for Robust Object Detection
Jung Uk Kim, Seong Tae Kim, Hong Joo Lee, Sangmin Lee, Yong Man Ro
IEEE TCSVT (2021) (Journal IF: 8.4)
Assessing Individual VR Sickness through Deep Feature Fusion of VR Video and Physiological Response
Sangmin Lee, Seongyeop Kim, Hak Gu Kim, Yong Man Ro
IEEE TCSVT (2021) (Journal IF: 8.4)
Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents
Hak Gu Kim, Sangmin Lee, Seongyeop Kim, Heoun-taek Lim, Yong Man Ro
AAAI 2021 (Top-tier AI Conf.)
Visual Comfort Aware-Reinforcement Learning for Depth Adjustment of Stereoscopic 3D Images
Hak Gu Kim, Minho Park, Sangmin Lee, Seongyeop Kim, Yong Man Ro
AAAI 2021 (Top-tier AI Conf.)
Sangmin Lee, Jung Uk Kim, Hak Gu Kim, Seongyeop Kim, Yong Man Ro
ECCV 2020 (Top-tier AI Conf.)
Structure Boundary Preserving Segmentation for Medical Image With Ambiguous Boundary
Hong Joo Lee, Jung Uk Kim, Sangmin Lee, Hak Gu Kim, Yong Man Ro
CVPR 2020 (Top-tier AI Conf.)
Video Frame Interpolation via Exceptional Motion-aware Synthesis
Minho Park, Sangmin Lee, Yong Man Ro
ICASSP 2020 (Oral Presentation)
BMAN: Bidirectional Multi-scale Aggregation Networks for Abnormal Event Detection
Sangmin Lee, Hak Gu Kim, Yong Man Ro
IEEE TIP (2020) (Journal IF: 10.6)
Robust Video Frame Interpolation with Exceptional Motion Map
Minho Park, Hak Gu Kim, Sangmin Lee, Yong Man Ro
IEEE TCSVT (2020) (Journal IF: 8.4)
Estimating VR Sickness Caused by Camera Shake in VR Videography
Seongyeop Kim, Sangmin Lee, Yong Man Ro
ICIP 2020 (Oral Presentation)
Sangmin Lee, Seongyeop Kim, Hak Gu Kim, Min Seob Kim, Seokho Yun, Bumseok Jeong, Yong Man Ro
ICIP 2019
Kihyun Kim*, Sangmin Lee*, Hak Gu Kim, Minho Park, Yong Man Ro (* Equal Contribution)
ICIP 2019 (Oral Presentation)
ICIP Best Paper Finalist, Top 1% of Submissions
VRSA Net: VR Sickness Assessment considering Exceptional Motion for 360-degree VR Video
Hak Gu Kim, Heoun-taek Lim, Sangmin Lee, Yong Man Ro
IEEE TIP (2019) (Journal IF: 10.6)
On-the-Fly Facial Expression Prediction using LSTM Encoded Appearance-Suppressed Dynamics
Wissam J. Baddar, Sangmin Lee, Yong Man Ro
IEEE TAFFC (2019) (Journal IF: 11.2)
STAN: Spatio-temporal Adversarial Networks for Abnormal Event Detection
Sangmin Lee, Hak Gu Kim, Yong Man Ro
ICASSP 2018 (Oral Presentation)