(* indicates equal contribution)

Where and Why Are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks

Ping Wei, Yang Liu, Tianmin Shu, Nanning Zheng and Song-Chun Zhu.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.

Paper   Bibtex

Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning

Tianmin Shu, Caiming Xiong and Richard Socher.

6th International Conference on Learning Representations (ICLR), 2018.

Paper   Blog   Bibtex

Perception of Human Interaction Based on Motion Trajectories: from Aerial Videos to Decontextualized Animations

Tianmin Shu*, Yujia Peng*, Lifeng Fan, Hongjing Lu and Song-Chun Zhu.

Topics in Cognitive Science, 10(1): 225 - 241, 2018.

Paper     Bibtex

Inferring Human Interaction from Motion Trajectories in Aerial Videos

Tianmin Shu*, Yujia Peng*, Lifeng Fan, Hongjing Lu and Song-Chun Zhu.

39th Annual Meeting of the Cognitive Science Society (CogSci), 2017.

(Computational Modeling Prize)

Paper   Project   Bibtex

CERN: Confidence-Energy Recurrent Network for Group Activity Recognition

Tianmin Shu, Sinisa Todorovic and Song-Chun Zhu.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.

Paper   Supp   Bibtex

Learning Social Affordance Grammar from Videos:
Transferring Human Interactions to Human-Robot Interactions

Tianmin Shu, Xiaofeng Gao, Michael S. Ryoo and Song-Chun Zhu.

IEEE International Conference on Robotics and Automation (ICRA), 2017.

Project   Paper   Slides   Bibtex   Media

Learning and Inferring "Dark Matter"
and Predicting Human Intents and Trajectories in Videos

Dan Xie, Tianmin Shu, Sinisa Todorovic and Song-Chun Zhu.

Accepted to TPAMI, 2017.

Project   Paper   Bibtex

Critical Features of Joint Actions that Signal Human Interaction

Tianmin Shu*, Steven Thurman*, Dawn Chen, Song-Chun Zhu and Hongjing Lu.

38th Annual Meeting of the Cognitive Science Society (CogSci), 2016.

Paper   Bibtex

Learning Social Affordance for Human-Robot Interaction

Tianmin Shu, M. S. Ryoo and Song-Chun Zhu.

25th International Joint Conference on Artificial Intelligence (IJCAI), 2016.

Project   Paper   Slides   Bibtex

Joint Inference of Groups, Events and Human Roles in Aerial Videos

Tianmin Shu, Dan Xie, Brandon Rothrock, Sinisa Todorovic and Song-Chun Zhu.

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015.

(Oral presentation, acceptance rate: 71/2123 = 3.3%)

Project   Paper   Supp  Slides   Bibtex