Guillaume Quétant

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 12

Top Topics

High Energy Physics

Variable Length

Statistical Dependencies

Top Venues

IEEE Trans. Inf. Forensics Secur.

Publications

Francesco P. Ramunno, Stefan Hackstein, Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, André Csillaghy, Sviatoslav Voloshynovskiy
Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data. CoRR (2024)
Vitaliy Kinakh, Yury Belousov, Guillaume Quétant, Mariia Drozdova, Taras Holotyak, Daniel Schaerer, Slava Voloshynovskiy
Hubble Meets Webb: Image-to-Image Translation in Astronomy. Sensors 24 (4) (2024)
Guillaume Quétant, John Andrew Raine, Matthew Leigh, Debajyoti Sengupta, Tobias Golling
PIPPIN: Generating variable length full events from partons. CoRR (2024)
Yury Belousov, Guillaume Quétant, Brian Pulfer, Roman Chaban, Joakim Tutt, Olga Taran, Taras Holotyak, Slava Voloshynovskiy
A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications With Copy Detection Patterns. IEEE Trans. Inf. Forensics Secur. 19 (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)
Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy
TURBO: The Swiss Knife of Auto-Encoders. 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)
Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy
TURBO: The Swiss Knife of Auto-Encoders. Entropy 25 (10) (2023)
Guillaume Quétant, Mariia Drozdova, Vitaliy Kinakh, Tobias Golling, Slava Voloshynovskiy
Turbo-Sim: a generalised generative model with a physical latent space. CoRR (2021)
Mariia Drozdova, Vitaliy Kinakh, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks. CoRR (2021)
Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN. CoRR (2021)