| Deep convolutional and conditional neural networks for large-scale genomic data generation B Yelmen, A Decelle, LL Boulos, A Szatkownik, C Furtlehner, G Charpiat, ... PLoS Comput Biol 19 (10), e1011584, 2023 | 17 | 2023 |
| Towards creating longer genetic sequences with GANs: Generation in principal component space A Szatkownik, C Furtlehner, G Charpiat, B Yelmen, F Jay Machine Learning in Computational Biology, 110-122, 2024 | 3 | 2024 |
| Building alternative splicing and evolution-aware sequence-structure maps for protein repeats A Szatkownik, DJ Zea, H Richard, E Laine Journal of Structural Biology 215 (3), 107997, 2023 | 1 | 2023 |
| Latent generative modeling of long genetic sequences with GANs A Szatkownik, C Furtlehner, G Charpiat, B Yelmen, F Jay bioRxiv, 2024.08. 07.607012, 2024 | | 2024 |
| Diffusion-based artificial genomes and their usefulness for local ancestry inference A Szatkownik, L Planche, M Demeulle, T Chambe, M Avila Arcos, ... bioRxiv, 2024.10. 28.620648, 2024 | | 2024 |
