Debajyoti Sengupta

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Anisotropic Diffusion

Variable Length

Maximum Likelihood Estimation

Top Venues

Frontiers Big Data

Publications

Guillaume Quétant, John Andrew Raine, Matthew Leigh, Debajyoti Sengupta, Tobias Golling
PIPPIN: Generating variable length full events from partons. CoRR (2024)
John Andrew Raine, Samuel Klein, Debajyoti Sengupta, Tobias Golling
CURTAINs for your sliding window: Constructing unobserved regions by transforming adjacent intervals. Frontiers Big Data 6 (2024)
Matthew Leigh, Debajyoti Sengupta, Guillaume Quétant, John Andrew Raine, Knut Zoch, Tobias Golling
PC-JeDi: Diffusion for Particle Cloud Generation in High Energy Physics. CoRR (2023)
Erik Buhmann, Cedric Ewen, Darius A. Faroughy, Tobias Golling, Gregor Kasieczka, Matthew Leigh, Guillaume Quétant, John Andrew Raine, Debajyoti Sengupta, David Shih
EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion. CoRR (2023)
Debajyoti Sengupta, Matthew Leigh, John Andrew Raine, Samuel Klein, Tobias Golling
Improving new physics searches with diffusion models for event observables and jet constituents. CoRR (2023)
Matthew Leigh, Debajyoti Sengupta, John Andrew Raine, Guillaume Quétant, Tobias Golling
PC-Droid: Faster diffusion and improved quality for particle cloud generation. CoRR (2023)
Debajyoti Sengupta, Samuel Klein, John Andrew Raine, Tobias Golling
CURTAINs Flows For Flows: Constructing Unobserved Regions with Maximum Likelihood Estimation. CoRR (2023)