Kushagra Pandey

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. |
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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. |