48 citations · 148 across the 19 of their papers we have counts for
5 papers · 2 filters
Adversarial Cross-Domain Action Recognition with Co-Attention
Boxiao Pan, Zhangjie Cao, Ehsan Adeli +1
Action recognition has been a widely studied topic with a heavy focus on supervised learning involving sufficient labeled videos. However, the problem of cross-domain action recogn…
Disentangling Human Dynamics for Pedestrian Locomotion Forecasting with Noisy Supervision
Karttikeya Mangalam, Ehsan Adeli, Kuan-Hui Lee +2
We tackle the problem of Human Locomotion Forecasting, a task for jointly predicting the spatial positions of several keypoints on the human body in the near future under an egocen…
Imitation Learning for Human Pose Prediction
Borui Wang, Ehsan Adeli, Hsu-kuang Chiu +2
Modeling and prediction of human motion dynamics has long been a challenging problem in computer vision, and most existing methods rely on the end-to-end supervised training of var…
Procedure Planning in Instructional Videos
Chien-Yi Chang, De-An Huang, Danfei Xu +3
In this paper, we study the problem of procedure planning in instructional videos, which can be seen as a step towards enabling autonomous agents to plan for complex tasks in every…
Segmenting the Future
Hsu-kuang Chiu, Ehsan Adeli, Juan Carlos Niebles
Predicting the future is an important aspect for decision-making in robotics or autonomous driving systems, which heavily rely upon visual scene understanding. While prior work att…