| PC-JeDi: Diffusion for particle cloud generation in high energy physics M Leigh, D Sengupta, G Quétant, JA Raine, K Zoch, T Golling SciPost Physics 16 (1), 018, 2024 | 41 | 2024 |
| Faster diffusion model with improved quality for particle cloud generation M Leigh, D Sengupta, JA Raine, G Quétant, T Golling Physical Review D 109 (1), 012010, 2024 | 24* | 2024 |
| EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion E Buhmann, C Ewen, DA Faroughy, T Golling, G Kasieczka, M Leigh, ... arXiv preprint arXiv:2310.00049, 2023 | 14 | 2023 |
| Turbo-Sim: A generalised generative model with a physical latent space G Quétant, M Drozdova, V Kinakh, T Golling, S Voloshynovskiy arXiv preprint arXiv:2112.10629, 2021 | 5 | 2021 |
| TURBO: The Swiss Knife of Auto-Encoders G Quétant, Y Belousov, V Kinakh, S Voloshynovskiy Entropy 25 (10), 1471, 2023 | 3 | 2023 |
| Hubble Meets Webb: Image-to-Image Translation in Astronomy V Kinakh, Y Belousov, G Quétant, M Drozdova, T Holotyak, D Schaerer, ... Sensors 24 (4), 1151, 2024 | 2 | 2024 |
| Information-theoretic stochastic contrastive conditional GAN: InfoSCC-GAN V Kinakh, M Drozdova, G Quétant, T Golling, S Voloshynovskiy arXiv preprint arXiv:2112.09653, 2021 | 2 | 2021 |
| A Machine Learning-Based Digital Twin for Anti-Counterfeiting Applications with Copy Detection Patterns Y Belousov, G Quétant, B Pulfer, R Chaban, J Tutt, O Taran, T Holotyak, ... IEEE Transactions on Information Forensics and Security, 2024 | 1 | 2024 |
| Solar synthetic imaging: Introducing denoising diffusion probabilistic models on SDO/AIA data FP Ramunno, S Hackstein, V Kinakh, M Drozdova, G Quétant, A Csillaghy, ... Astronomy & Astrophysics 686, A285, 2024 | | 2024 |
| Generation of data on discontinuous manifolds via continuous stochastic non-invertible networks M Drozdova, V Kinakh, G Quétant, T Golling, S Voloshynovskiy arXiv preprint arXiv:2112.09646, 2021 | | 2021 |
John Andrew RaineMaitre Assistant, University of GenevaVerified email at unige.ch
