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
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
The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
3DV 2022
Anh Thai, Stefan Stojanov, Zixuan Huang, 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
Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias
CVPR 2021
Stefan Stojanov, Anh Thai, James M. Rehg
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
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
Georgia Tech Egocentric Activity Datasets
Yin Li, Alireza Fathi, Zhefan Ye, Miao Liu, James M Rehg
Summary Text for GTEA dataset
Toys4K 3D Object Dataset
CVPR 2021
Stefan Stojanov, Anh Thai, James M Rehg
4,000 3D object instances from 105 categories of developmentally plausible objects
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
In the Eye of Beholder: Joint Learning of Gaze and Actions in First Person Video