Tianmin Shu
Johns Hopkins University(US)
Publications by Year
Research Areas
Multimodal Machine Learning Applications, Reinforcement Learning in Robotics, Human Pose and Action Recognition, Anomaly Detection Techniques and Applications, Social Robot Interaction and HRI
Most-Cited Works
- → CERN: Confidence-Energy Recurrent Network for Group Activity Recognition(2017)187 cited
- → Joint inference of groups, events and human roles in aerial videos(2015)172 cited
- → RLPrompt: Optimizing Discrete Text Prompts with Reinforcement Learning(2022)133 cited
- → Learning and Inferring “Dark Matter” and Predicting Human Intents and Trajectories in Videos(2017)72 cited
- → Active Visual Information Gathering for Vision-Language Navigation(2020)68 cited
- → Where and Why are They Looking? Jointly Inferring Human Attention and Intentions in Complex Tasks(2018)66 cited
- → Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning(2017)57 cited
- → Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration(2020)40 cited
- → Learning social affordance grammar from videos: Transferring human interactions to human-robot interactions(2017)39 cited
- → Joint Mind Modeling for Explanation Generation in Complex Human-Robot Collaborative Tasks(2020)37 cited