We conduct research in the field of Computer Vision, Robotics, and Artificial Intelligence. Our primary interests include:
- Computer Vision: Visual representation learning, single-view and multi-view 3D acquisition, camera modeling, light modeling, and image enhancement.
- Robotics: Advancing robotic perception, control, and planning, enabling robots to operate autonomously in complex and unstructured environments.
- Artificial Intelligence: Efficient algorithms for supervised, unsupervised, and reinforcement learning, with a focus on exploring generative AI approaches for generalization, robustness, and scalability.
Faculty / Principal Investigator: Suryansh Kumar
Postdocs: Reza Pirayeshshirazinezhad
Ph.D. Students: Mainak Sarkar
M.S. Students: Ishaan Singh Rawal, Praroop Chanda,
Yueen Park, Alyassa Cassity
