Pandey, Kushagra

8 publications

ICLR 2025 Heavy-Tailed Diffusion Models Kushagra Pandey, Jaideep Pathak, Yilun Xu, Stephan Mandt, Michael Pritchard, Arash Vahdat, Morteza Mardani

TMLR 2025 On the Challenges and Opportunities in Generative AI Laura Manduchi, Clara Meister, 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 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

ICML 2025 Variational Control for Guidance in Diffusion Models Kushagra Pandey, Farrin Marouf Sofian, Felix Draxler, Theofanis Karaletsos, Stephan Mandt

ICLR 2024 Efficient Integrators for Diffusion Generative Models Kushagra Pandey, Maja Rudolph, Stephan Mandt

NeurIPS 2024 Fast Samplers for Inverse Problems in Iterative Refinement Models Kushagra Pandey, Ruihan Yang, Stephan Mandt

ICCV 2023 A Complete Recipe for Diffusion Generative Models Kushagra Pandey, Stephan Mandt

TMLR 2022 DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar

NeurIPSW 2021 VAEs Meet Diffusion Models: Efficient and High-Fidelity Generation Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar