DiffVax: Optimization-Free Image Immunization Against Diffusion-Based Editing
ICLR 2026
Tarik Can Ozden, Ozgur Kara, Oguzhan Akcin, Kerem Zaman, Shashank Srivastava, Sandeep P. Chinchali, James Matthew Rehg
Cue3D: Quantifying the Role of Image Cues in Single-Image 3D Generation
NeurIPS 2025 (Spotlight, Acceptance rate 3.2%)
Xiang Li, Zirui Wang, Zixuan Huang, James Matthew Rehg
DiffEye: Diffusion-Based Continuous Eye-Tracking Data Generation Conditioned on Natural Images
NeurIPS 2025
Ozgur Kara, Harris Nisar, James Matthew Rehg
Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs
NeurIPS 2025
Yifan Shen, Yuanzhe Liu, Jingyuan Zhu, Xu Cao, Xiaofeng Zhang, Yixiao He, Wenming Ye, James Matthew Rehg, Ismini Lourentzou
Toward Human Deictic Gesture Target Estimation
NeurIPS 2025
Xu Cao, Pranav Virupaksha, Sangmin Lee, Bolin Lai, Wenqi Jia, Jintai Chen, James Matthew Rehg
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)