Kushagra Pandey

PhD Student, University of California, Irvine

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Hi, I am currently a third year PhD student in Computer Science at the University of California, Irvine advised by Stephan Mandt. My research is currently supported by the Chan-Zuckerberg Initiative.

I recently completed a summer internship at the GenAIR group at NVIDIA where I worked with Arash Vahdat and Morteza Mardani. Previously, I was a graduate student in Computer Science at the Indian Institute of Technology, Kanpur advised by Piyush Rai where I also collaborated with Abhishek Kumar and Hamim Zafar.

My current research interests broadly lie in the study of Deep Generative Models. I am primarily interested in the theory and applications of iterative refinement models (diffusion/interpolants/flow matching models) and their applications for diverse practical and scientific applications.

news

Dec 10, 2024 Check out our new work on designing Heavy Tailed Diffusion Models from my internship at NVIDIA.
Dec 10, 2024 Check out our new work on accelerating inverse problem solving using diffusion models to be presented as NeurIPS’24.
Dec 10, 2024 Check out our new work on accelerating inverse problem solving using diffusion models to be presented as NeurIPS’24.
Jan 27, 2024 Our new work on designing Efficient Integrators for Diffusion Generative Models has been accepted at ICLR’24. Huge shoutout to my advisors Stephan and Maja for their advising on this project.