Gaze-LLE: Gaze Target Estimation via Large-scale Learned Encoders
CVPR 2025 (Highlight, Acceptance rate 3.0%)
Fiona Ryan, Ajay Bati, Sangmin Lee, Daniel Bolya, Judy Hoffman, James M Rehg
Improving Personalized Search with Regularized Low-Rank Parameter Updates
CVPR 2025 (Highlight, Acceptance rate 3.0%)
Fiona Ryan, Josef Sivic, Fabian Caba Heilbron, Judy Hoffman, James M Rehg, Bryan Russell
ShotAdapter: Text-to-Multi-Shot Video Generation with Diffusion Models
CVPR 2025
Ozgur Kara, Krishna Kumar Singh, Feng Liu, Duygu Ceylan, James M Rehg, Tobias Hinz
SocialGesture: Delving into Multi-person Gesture Understanding
CVPR 2025
Xu Cao, Pranav Virupaksha, Wenqi Jia, Bolin Lai, Fiona Ryan, Sangmin Lee, James M Rehg
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
CVPR 2025
Zixuan Huang, Mark Boss, Aaryaman Vasishta, James M Rehg, Varun Jampani
Symmetry Strikes Back: From Single-Image Symmetry Detection to 3D Generation
CVPR 2025 (Highlight, Acceptance rate 3.0%)
Xiang Li, Zixuan Huang, Anh Thai, James M Rehg
Unleashing In-context Learning of Autoregressive Models for Few-shot Image Manipulation
CVPR 2025 (Highlight, Acceptance rate 3.0%)
Bolin Lai, Felix Juefei-Xu, Miao Liu, Xiaoliang Dai, Nikhil Mehta, Chenguang Zhu, Zeyi Huang, James M Rehg, Sangmin Lee, Ning Zhang, Tong Xiao
RelCon: Relative Contrastive Learning for a Motion Foundation Model for Wearable Data
ICLR 2025
Maxwell A Xu, Jaya Narain, Gregory Darnell, Haraldur Hallgrimsson, Hyewon Jeong, Darren Forde, Richard Fineman, Karthik J Raghuram, James M Rehg, Shirley Ren
Leveraging Object Priors for Point Tracking
ECCV 2024 ILR Workshop
Bikram Boote, Anh Thai, Wenqi Jia, Ozgur Kara, Stefan Stojanov, James M Rehg, Sangmin Lee
3x2: 3D Object Part Segmentation by 2D Semantic Correspondences
ECCV 2024
Anh Thai, Weiyao Wang, Hao Tang, Stefan Stojanov, James M. Rehg, Matt Feiszli
LEGO: Learning EGOcentric Action Frame Generation via Visual Instruction Tuning
ECCV 2024 (Oral, Acceptance rate 2.3%, 🏆 Best Paper Finalist)
Bolin Lai, Xiaoliang Dai, Lawrence Chen, Guan Pang, James M. Rehg, Miao Liu
Listen to Look into the Future: Audio-Visual Egocentric Gaze Anticipation
ECCV 2024
Bolin Lai, Fiona Ryan, Wenqi Jia, Miao Liu*, James M. Rehg*
MAPLM: A Real-World Large-Scale Vision-Language Dataset for Map and Traffic Scene Understanding
CVPR 2024
Xu Cao*, Tong Zhou*, Yunsheng Ma*, Wenqian Ye, Can Cui, Kun Tang, Zhipeng Cao, Kaizhao Liang, Ziran Wang, James M. Rehg, Chao Zheng
PointInfinity: Resolution-Invariant Point Diffusion Models
CVPR 2024
Zixuan Huang, Justin Johnson, Shoubhik Debnath, James M. Rehg, Chao-Yuan Wu
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives
CVPR 2024 (Oral, Acceptance rate 0.8%)
Kristen Grauman et al. (including Bikram Boote, Fiona Ryan, James M. Rehg)
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs
CVPR 2024
Yunsheng Ma*, Can Cui*, Xu Cao*, Wenqian Ye, Peiran Liu, Juanwu Lu, Amr Abdelraouf, Rohit Gupta, Kyungtae Han, Aniket Bera, James M. Rehg, Ziran Wang
Modeling Multimodal Social Interactions: New Challenges and Baselines with Densely Aligned Representations
CVPR 2024 (Oral, Acceptance rate 0.8%)
Sangmin Lee, Bolin Lai, Fiona Ryan, Bikram Boote, James M. Rehg
RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models
CVPR 2024 (Highlight, Acceptance rate 3.6%)
Ozgur Kara*, Bariscan Kurtkaya*, Hidir Yesiltepe, James M. Rehg, Pinar Yanardag
The Audio-Visual Conversational Graph: From an Egocentric- Exocentric Perspective
CVPR 2024
Wenqi Jia, Miao Liu, Hao Jiang, Ishwarya Ananthabhotla, James M. Rehg, Vamsi Krishna Ithapu, Ruohan Gao