Research

Explainable AI Deep learning models have achieved remarkable performance in a wide range ...

Knowledge Transfer via Model Arithmetic in Deep Learning Recent deep learning models achi...

Robust Reinforcement Learning for Control In recent years, deep reinforcement learning ...

Action Recognition Action recognition aims to understand human actions from visual data...

Spatiotemporal Prediction Using Deep Models Data that extend over both time and space, ...

Video Generation Video data is becoming increasingly important in many domains, includi...

Domain Adaptation by Adversarial Training Unsupervised domain adaptation, which involve...

Pedestrian Motion Prediction This research area aims to model and predict human movement ...