Hyperspherical Variational Auto-Encoders. - Tim R. Davidson; Luca Falorsi; Nicola De Cao; Thomas Kipf; Jakub M. Tomczak (UAI, 2018)

Explorations in Homeomorphic Variational Auto-Encoding. - Luca Falorsi; Pim de Haan; Tim R. Davidson; Nicola De Cao; Maurice Weiler; Patrick Forré; Taco S. Cohen (CoRR, 2018)

Topological Constraints on Homeomorphic Auto-Encoding. - Pim de Haan; Luca Falorsi (CoRR, 2018)

Reparameterizing Distributions on Lie Groups. - Luca Falorsi; Pim de Haan; Tim R. Davidson; Patrick Forré (AISTATS, 2019)

Neural Ordinary Differential Equations on Manifolds. - Luca Falorsi; Patrick Forré (CoRR, 2020)

Continuous normalizing flows on manifolds. - Luca Falorsi (CoRR, 2021)