Dr. Shubham Tulsiani

Biography

Shubham Tulsiani is an Assistant Professor at the Robotics Institute of Carnegie Mellon University. His research interests focus on inferring physically grounded representations from perceptual input, leveraging advances in fundamental problems of computer vision and robotic manipulation. He believes in enabling machines to understand the physical world, which can reduce the reliance on supervision and annotation. Instead, he develops learning mechanisms that are informed by real physical interactions within the environment, incorporating knowledge of the structure and laws as ‘meta-supervisory’ signals. His work encompasses various aspects of computer vision, particularly concerning how machines can learn from the physical world they inhabit, to improve their understanding and interaction with it.

Research Interests