Continual Learning in Sequential Tasks
Exploring methods to mitigate catastrophic forgetting in sequential learning scenarios. Target: ICLR 2026
Portfolio
Federated Learning: Theory and Practice
Investigating convergence theory in federated learning through empirical validation. Advisor: Prof. Avi Mohan
Motion Capture and 3D Character Animation
Building end-to-end pipeline from 2D video to 3D animated characters. Advisor: Prof. Reza Rawassizadeh
3D Scene Understanding and Prediction
Developing novel approaches for world modeling combining scene reconstruction with temporal dynamics. Target: CVPR 2026