Hyperspherical variational auto-encoders TR Davidson, L Falorsi, N De Cao, T Kipf, JM Tomczak UAI 2018 - 34th Conference on Uncertainty in Artificial Intelligence, 2018 | 490 | 2018 |
Explorations in homeomorphic variational auto-encoding L Falorsi, P de Haan, TR Davidson, N De Cao, M Weiler, P Forré, ... ICML 2018 workshop on Theoretical Foundations and Applications of Deep …, 2018 | 129 | 2018 |
Reparameterizing distributions on lie groups L Falorsi, P de Haan, TR Davidson, P Forré The 22nd International Conference on Artificial Intelligence and Statistics …, 2019 | 88 | 2019 |
Neural ordinary differential equations on manifolds L Falorsi, P Forré arXiv preprint arXiv:2006.06663, 2020 | 36 | 2020 |
Continuous normalizing flows on manifolds L Falorsi arXiv preprint arXiv:2104.14959, 2021 | 11 | 2021 |
Topological constraints on homeomorphic auto-encoding P de Haan, L Falorsi NeurIPS 2018 Workshop on Integration of Deep Learning Theories, 2018 | 10 | 2018 |
Adaptive behavior with stable synapses C Capone, L Falorsi, M Mattia arXiv preprint arXiv:2404.07150, 2024 | | 2024 |