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ORCIDKushagra Pandey
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2020 – today
- 2024
[c2]Kushagra Pandey, Maja Rudolph, Stephan Mandt:
Efficient Integrators for Diffusion Generative Models. ICLR 2024- [i7]Kushagra Pandey, Maja Rudolph, Stephan Mandt:
Towards Fast Stochastic Sampling in Diffusion Generative Models. CoRR abs/2402.07211 (2024) - [i6]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 abs/2403.00025 (2024) - [i5]Kushagra Pandey, Ruihan Yang, Stephan Mandt:
Fast Samplers for Inverse Problems in Iterative Refinement Models. CoRR abs/2405.17673 (2024) - [i4]Kushagra Pandey, Jaideep Pathak, Yilun Xu, Stephan Mandt, Michael S. Pritchard, Arash Vahdat, Morteza Mardani:
Heavy-Tailed Diffusion Models. CoRR abs/2410.14171 (2024) - 2023
- [c1]Kushagra Pandey, Stephan Mandt:
A Complete Recipe for Diffusion Generative Models. ICCV 2023: 4238-4249 - [i3]Kushagra Pandey, Stephan Mandt:
Generative Diffusions in Augmented Spaces: A Complete Recipe. CoRR abs/2303.01748 (2023) - [i2]Kushagra Pandey, Maja Rudolph, Stephan Mandt:
Efficient Integrators for Diffusion Generative Models. CoRR abs/2310.07894 (2023) - 2022
- [j2]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): 51 (2022) - [j1]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) - [i1]Kushagra Pandey, Avideep Mukherjee, Piyush Rai, Abhishek Kumar:
DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents. CoRR abs/2201.00308 (2022)
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