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Luca Falorsi
Luca Falorsi
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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
4902018
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
1292018
Reparameterizing distributions on lie groups
L Falorsi, P de Haan, TR Davidson, P Forré
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
882019
Neural ordinary differential equations on manifolds
L Falorsi, P Forré
arXiv preprint arXiv:2006.06663, 2020
362020
Continuous normalizing flows on manifolds
L Falorsi
arXiv preprint arXiv:2104.14959, 2021
112021
Topological constraints on homeomorphic auto-encoding
P de Haan, L Falorsi
NeurIPS 2018 Workshop on Integration of Deep Learning Theories, 2018
102018
Adaptive behavior with stable synapses
C Capone, L Falorsi, M Mattia
arXiv preprint arXiv:2404.07150, 2024
2024
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Artículos 1–7