REBAR: Retrieval-Based Reconstruction For Time-series Contrastive Learning
ICLR 2024
Maxwell A. Xu, Alexander Moreno, Hui Wei, Benjamin M. Marlin, James M. Rehg
Low-shot Object Learning with Mutual Exclusivity Bias
NeurIPS 2023
Anh Thai, Ahmad Humayun, Stefan Stojanov, Zixuan Huang, Bikram Boote, James M. Rehg
In the Eye of Transformer: Global–Local Correlation for Egocentric Gaze Estimation and Beyond
IJCV 2023
Bolin Lai, Miao Liu, Fiona Ryan, James M. Rehg
Werewolf Among Us: A Multimodal Dataset for Modeling Persuasion Behaviors in Social Deduction Games
ACL Findings 2023
Bolin Lai, Hongxin Zhang, Miao Liu, Aryan Pariani, Fiona Ryan, Wenqi Jia, Shirley Anugrah Hayati, James M. Rehg, Diyi Yang
ShapeClipper: Scalable 3D Shape Learning from Single-View Images via Geometric and CLIP-based Consistency
CVPR 2023
Zixuan Huang, Varun Jampani, Anh Thai, Yuanzhen Li, Stefan Stojanov, James M. Rehg
Egocentric Auditory Attention Localization in Conversations
CVPR 2023
Fiona Ryan, Hao Jiang, Abhinav Shukla, James M. Rehg, Vamsi Krishna Ithapu
Explaining a machine learning decision to physicians via counterfactuals
CHIL 2023
Supriya Nagesh, Nina Mishra, Yonatan Naamad, James M. Rehg, Mehul A Shah, Alexei Wagner
Which way is ‘right’?: Uncovering limitations of Vision-and-Language Navigation models
AAMAS 2023
Meera Hahn, Amit Raj, James M. Rehg
In the Eye of Transformer: Global-Local Correlation for Egocentric Gaze Estimation
BMVC 2022 (Best Student Paper Award)
Bolin Lai, Miao Liu, Fiona Ryan, James M. Rehg
Kernel Multimodal Continuous Attention
NeurIPS 2022
Alexander Moreno, Zhenke Wu, Supriya Nagesh, Walter Dempsey, James M. Rehg
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization
NeurIPS 2022
Stefan Stojanov, Anh Thai, Zixuan Huang, James M Rehg
PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation
NeurIPS 2022
Maxwell A. Xu, Alexander Moreno, Supiya Nagesh, V. Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
Discovering Novel Predictors of Minimally Verbal Outcomes in Autism through Computational Modeling
INSAR 2022 Oral + Press Conference (< 1% acceptance rate)
Maxwell Xu, James M. Rehg, Agata Rozga, Jena McDaniel, Paul Yoder, Linda R. Watson, Nancy Brady
Egocentric Activity Recognition and Localization on a 3D Map
ECCV 2022
Miao Liu, Lingni Ma, Kiran Somasundaram, Yin Li, Kristen Grauman, James M. Rehg, Chao Li
Generative Adversarial Network for Future Hand Segmentation from Egocentric Video
ECCV 2022
Wenqi Jia, Miao Liu, James M. Rehg
Planes vs. Chairs: Category-guided 3D shape learning without any 3D cues
ECCV 2022
Zixuan Huang, Stefan Stojanov, Anh Thai, Varun Jampani, James M. Rehg
Ego4D: Around the World in 3,000 Hours of Egocentric Video
CVPR 2022 (oral)
Kristen Grauman et al., (including lab members Miao Liu, Fiona Ryan, Wenqi Jia, Audrey Southerland, and James M. Rehg)
mRisk: Continuous Risk Estimation for Smoking Lapse from Noisy Sensor Data with Incomplete and Positive-Only Labels
IMWUT 2022
Md Azim Ullah, Soujanya Chatterjee, Christopher P Fagundes, Cho Lam, Inbal Nahum-Shani, James M. Rehg, David W Wetter, Santosh Kumar
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
3DV 2022
Anh Thai, Stefan Stojanov, Zixuan Huang, James M. Rehg
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
3DV 2022
Anh Thai, Stefan Stojanov, Zixuan Huang, James M. Rehg