Suraj Nair
SASTRA University(IN)
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Multimodal Machine Learning Applications, Robot Manipulation and Learning, Domain Adaptation and Few-Shot Learning, Human Pose and Action Recognition
Most-Cited Works
- → On the Opportunities and Risks of Foundation Models(2021)2,136 cited
- → Recovery RL: Safe Reinforcement Learning With Learned Recovery Zones(2021)188 cited
- → Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration(2019)120 cited
- → Greedy Hierarchical Variational Autoencoders for Large-Scale Video Prediction(2021)74 cited
- → Causal Induction from Visual Observations for Goal Directed Tasks(2019)45 cited
- → OpenVLA: An Open-Source Vision-Language-Action Model(2024)37 cited
- → FitVid: Overfitting in Pixel-Level Video Prediction(2021)29 cited
- → Goal-Aware Prediction: Learning to Model What Matters(2020)24 cited
- → Play it by Ear: Learning Skills amidst Occlusion through Audio-Visual Imitation Learning(2022)21 cited