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ORCIDGuillaume Quétant
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2020 – today
- 2024
[j3]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): 1151 (2024)- [j2]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: 3395-3408 (2024) - [i9]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 abs/2404.02552 (2024) - [i8]Guillaume Quétant, John Andrew Raine, Matthew Leigh, Debajyoti Sengupta, Tobias Golling:
PIPPIN: Generating variable length full events from partons. CoRR abs/2406.13074 (2024) - 2023
- [j1]Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy:
TURBO: The Swiss Knife of Auto-Encoders. Entropy 25(10): 1471 (2023) - [i7]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 abs/2303.05376 (2023) - [i6]Matthew Leigh, Debajyoti Sengupta, John Andrew Raine, Guillaume Quétant, Tobias Golling:
PC-Droid: Faster diffusion and improved quality for particle cloud generation. CoRR abs/2307.06836 (2023) - [i5]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 abs/2310.00049 (2023) - [i4]Guillaume Quétant, Yury Belousov, Vitaliy Kinakh, Slava Voloshynovskiy:
TURBO: The Swiss Knife of Auto-Encoders. CoRR abs/2311.06527 (2023) - 2021
- [i3]Mariia Drozdova, Vitaliy Kinakh, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy:
Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks. CoRR abs/2112.09646 (2021) - [i2]Vitaliy Kinakh, Mariia Drozdova, Guillaume Quétant, Tobias Golling, Slava Voloshynovskiy:
Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN. CoRR abs/2112.09653 (2021) - [i1]Guillaume Quétant, Mariia Drozdova, Vitaliy Kinakh, Tobias Golling, Slava Voloshynovskiy:
Turbo-Sim: a generalised generative model with a physical latent space. CoRR abs/2112.10629 (2021)
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