Kushagra Pandey

According to our database, Kushagra Pandey authored at least 10 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Variational Control for Guidance in Diffusion Models.

Kushagra Pandey, Farrin Marouf Sofian, Felix Draxler, Theofanis Karaletsos, Stephan Mandt

CoRR, February, 2025

Heavy-Tailed Diffusion Models.

Kushagra Pandey, Jaideep Pathak, Yilun Xu, Stephan Mandt, Michael S. Pritchard, Arash Vahdat, Morteza Mardani

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

On the Challenges and Opportunities in Generative AI.

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

CoRR, 2024

Towards Fast Stochastic Sampling in Diffusion Generative Models.

Kushagra Pandey, Maja Rudolph, Stephan Mandt

CoRR, 2024

Fast samplers for Inverse Problems in Iterative Refinement models.

Kushagra Pandey, Ruihan Yang, Stephan Mandt

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Efficient Integrators for Diffusion Generative Models.

Kushagra Pandey, Maja Rudolph, Stephan Mandt

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Generative Diffusions in Augmented Spaces: A Complete Recipe.

Kushagra Pandey, Stephan Mandt

CoRR, 2023

A Complete Recipe for Diffusion Generative Models.

Kushagra Pandey, Stephan Mandt

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents.

Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar

Trans. Mach. Learn. Res., 2022

No Cell Left behind: Automated, Stochastic, Physics-Based Tracking of Every Cell in a Dense, Growing Colony.

Huy Pham, Emile R. Shehada, Shawna Stahlheber, Kushagra Pandey, Wayne B. Hayes

Algorithms, 2022