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
4D Human Body Capture from Egocentric Video via 3D Scene Grounding
3DV 2021
Miao Liu, Dexin Yang, Yan Zhang, Zhaopeng Cui, James M. Rehg, Siyu Tang
No RL, No Simulation: Learning to Navigate without Navigating
NeurIPS 2021
Meera Hahn, Devendra Singh Chaplot, Shubham Tulsiani, Mustafa Mukadam, James M. Rehg, Abhinav Gupta
Transformers for prompt-level EMA non-response prediction
arXiv preprint
Supriya Nagesh, Alexander Moreno, Stephanie M. Carpenter, Jamie Yap, Soujanya Chatterjee, Steven Lloyd Lizotte, Neng Wan, Santosh Kumar, Cho Lam, David W. Wetter, Inbal Nahum-Shani, James M. Rehg
Efficient Learning and Decoding of the Continuous-Time Hidden Markov Model for Disease Progression Modeling
arXiv preprint
Yu-Ying Liu, Alexander Moreno, Maxwell A. Xu, Shuang Li, Jena C. McDaniel, Nancy C. Brady, Agata Rozga, Fuxin Li, Le Song, James M. Rehg
Discriminative Appearance Modeling with Multi-track Pooling for Real-time Multi-object Tracking
CVPR 2021
Chanho Kim, Li Fuxin, Mazen Alotaibi, James M. Rehg
Orthogonal Over-Parameterized Training
CVPR 2021
Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Liam Paull, Li Xiong, Le Song, Adrian Weller
Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias
CVPR 2021
Stefan Stojanov, Anh Thai, James M. Rehg
3D Reconstruction of Novel Object Shapes from Single Images
3DV 2021
Anh Thai, Stefan Stojanov, Vijay Upadhya, James M. Rehg
Approximate Inverse Reinforcement Learning from Vision-based Imitation Learning
ICRA 2021
Keuntaek Lee, Bogdan Vlahov, Jason Gibson, James M. Rehg, Evangelos A Theodorou
Continuous measurement of attachment behavior: A multimodal view of the strange situation procedure
Infant Behavior and Development 2021
Emily B Prince, Arridhana Ciptadi, Yudong Tao, Agata Rozga, Katherine B Martin, James M. Rehg, Daniel S Messinger
In the Eye of the Beholder: Gaze and Actions in First Person Video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Yin Li, Miao Liu, James M. Rehg
The mobile assistance for regulating smoking (MARS) micro-randomized trial design protocol
Contemporary Clinical Trials 2021
Inbal Nahum-Shani, Lindsey N Potter, Cho Y Lam, Jamie Yap, Alexander Moreno, Rebecca Stoffel, Zhenke Wu, Neng Wan, Walter Dempsey, Santosh Kumar, Emre Ertin, Susan A Murphy, James M. Rehg, David W Wetter