Learning extremal representations with deep archetypal analysis SM Keller, M Samarin, F Arend Torres, M Wieser, V Roth International journal of computer vision 129, 805-820, 2021 | 29 | 2021 |
Learning invariances with generalised input-convex neural networks V Nesterov, FA Torres, M Nagy-Huber, M Samarin, V Roth arXiv preprint arXiv:2204.07009, 2022 | 6 | 2022 |
Conditional matrix flows for gaussian graphical models MM Negri, F Arend Torres, V Roth Advances in Neural Information Processing Systems 36, 25095-25111, 2023 | 2 | 2023 |
Lagrangian Flow Networks for Conservation Laws FA Torres, MM Negri, M Inversi, J Aellen, V Roth arXiv preprint arXiv:2305.16846, 2023 | 2 | 2023 |
Mesh-free Eulerian Physics-Informed Neural Networks FA Torres, MM Negri, M Nagy-Huber, M Samarin, V Roth arXiv preprint arXiv:2206.01545, 2022 | 2 | 2022 |
Mesh-free Eulerian physics-informed neural networks F Arend Torres, M Massimo Negri, M Nagy-Huber, M Samarin, V Roth arXiv e-prints, arXiv: 2206.01545, 2022 | 1 | 2022 |
Lagrangian Flow Networks for Conservation Laws F Arend Torres, MM Negri, M Inversi, J Aellen, V Roth International Conference on Learning Representations 12, 2024 | | 2024 |
Conditional Matrix Flows for Gaussian Graphical Models M Massimo Negri, F Arend Torres, V Roth arXiv e-prints, arXiv: 2306.07255, 2023 | | 2023 |