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
Where Are You? Localization from Embodied Dialog
EMNLP 2020
Meera Hahn, Jacob Krantz, Dhruv Batra, Devi Parikh, James M. Rehg, Stefan Lee, Peter Anderson
Attention Distillation for Learning Video Representations
BMVC 2020 (oral, acceptation rate 5.0%)
Miao Liu, Xin Chen, Yun Zhang, Yin Li, James M. Rehg
Forecasting Human-Object Interaction: Joint Prediction of Motor Attention and Egocentric Activity
ECCV 2020 (oral, acceptation rate 2.0%)
Miao Liu, Siyu Tang, Yin Li, James M Rehg
Tripping through time: Efficient Localization of Activities in Videos
BMVC 2020
Meera Hahn, Asim Kadav, James M. Rehg, Hans Peter Graf
Detecting Attended Visual Targets in Video
CVPR 2020
Eunji Chong, Yongxin Wang, Nataniel Ruiz, James M Rehg
3D Reconstruction of Novel Object Shapes from Single Images
3DV 2021, Oral
Anh Thai, Stefan Stojanov, Vijay Upadhya, James M. Rehg
Approximate Inverse Reinforcement Learning from Vision-based Imitation Learning
arXiv preprint
Keuntaek Lee, Bogdan Vlahov, Jason Gibson, James M Rehg, Evangelos A Theodorou
Locally Weighted Regression Pseudo-Rehearsal for Adaptive Model Predictive Control
CoRL 2019
Grady R Williams, Brian Goldfain, Keuntaek Lee, Jason Gibson, James M. Rehg, Evangelos A Theodorou
Classification of Decompensated Heart Failure from Clinical and Home Ballistocardiography
IEEE Transactions on Biomedical Engineering
Varol Burak Aydemir, Supriya Nagesh, Md Mobashir Hasan Shandhi, Joanna Fan, Liviu Klein, Mozziyar Etemadi, James Alex Heller, Omer T. Inan, James M. Rehg
Incremental Object Learning from Contiguous Views
CVPR 2019, Oral and Best Paper Finalist
Stefan Stojanov, Samarth Mishra*, Anh Thai*, Nikhil Dhanda, Ahmad Humayun, Chen Yu, Linda B. Smith, James M. Rehg