Kushagra Pandey

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 10

Top Topics

Inverse Problems

Stochastic Sampling

Generative Model

Top Venues

Trans. Mach. Learn. Res.

Publications

Kushagra Pandey, Maja Rudolph, Stephan Mandt
Efficient Integrators for Diffusion Generative Models. ICLR (2024)
Kushagra Pandey, Maja Rudolph, Stephan Mandt
Towards Fast Stochastic Sampling in Diffusion Generative Models. CoRR (2024)
Kushagra Pandey, Ruihan Yang, Stephan Mandt
Fast Samplers for Inverse Problems in Iterative Refinement Models. CoRR (2024)
Laura Manduchi, Kushagra Pandey, Robert Bamler, Ryan Cotterell, Sina Däubener, Sophie Fellenz, Asja Fischer, Thomas Gärtner, Matthias Kirchler, Marius Kloft, Yingzhen Li, Christoph Lippert, Gerard de Melo, Eric T. Nalisnick, Björn Ommer, Rajesh Ranganath, Maja Rudolph, Karen Ullrich, Guy Van den Broeck, Julia E. Vogt, Yixin Wang, Florian Wenzel, Frank Wood, Stephan Mandt, Vincent Fortuin
On the Challenges and Opportunities in Generative AI. CoRR (2024)
Kushagra Pandey, Stephan Mandt
A Complete Recipe for Diffusion Generative Models. ICCV (2023)
Kushagra Pandey, Stephan Mandt
Generative Diffusions in Augmented Spaces: A Complete Recipe. CoRR (2023)
Kushagra Pandey, Maja Rudolph, Stephan Mandt
Efficient Integrators for Diffusion Generative Models. CoRR (2023)
Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents. CoRR (2022)
Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents. Trans. Mach. Learn. Res. 2022 (2022)
Huy Pham, Emile R. Shehada, Shawna Stahlheber, Kushagra Pandey, Wayne B. Hayes
No Cell Left behind: Automated, Stochastic, Physics-Based Tracking of Every Cell in a Dense, Growing Colony. Algorithms 15 (2) (2022)