Kunal Gupta

I am a second year PhD student in the CSE department at UC San Diego advised by Manmohan Chandraker. I work primarily in 3D computer vision.

I am currently interning at Adobe Research hosted by Kalyan Sunkavalli. Previously, I interned at Adobe w/ Vladimir Kim and at NVIDIA Research w/ Stan Birchfield . I have also worked as a staff researcher at UC San Diego School of Medicine with Fransisco Contijoch and was a visiting researcher in the Bio Robotics Lab with YU Haoyong at National University of Singapore.

I received my M.S. degree in Computer Science from UC San Diego and B.Eng. degree in Electrical and Electronics Engineering from BITS Pilani, where I was advised by Surekha Bhanot.

Email  /  CV  /  Google Scholar  /  GitHub  /  LinkedIn

I'm interested in 3D Computer Vision, particularly in inverse rendering, shape deformation and representation learning with applications to autonomous driving, robotics, augmented reality and medical imaging. Read an overview of my research here.

A framework for learning to deform meshes in a highly detail-preserving manner, without being tied to a specific mesh

Motion resolved computed tomography by combining neural implicit representations and differentiable rendering

A network that generates manifold meshes enabling photo-realistic physically based renderings and physics simulation

Novel Stable Gait Criteria (SGC) is proposed for safe and intuitive human-robot interaction and rehabilitation.