Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Tim R. Davidson

Increasing Expressivity of a Hyperspherical VAE

Oct 07, 2019
Tim R. Davidson, Jakub M. Tomczak, Efstratios Gavves

* NeurIPS 2019, in Workshop on Bayesian Deep Learning 

  Access Paper or Ask Questions

Reparameterizing Distributions on Lie Groups

Mar 07, 2019
Luca Falorsi, Pim de Haan, Tim R. Davidson, Patrick Forré

* AISTATS (2019), code available at 

  Access Paper or Ask Questions

Hyperspherical Variational Auto-Encoders

Sep 26, 2018
Tim R. Davidson, Luca Falorsi, Nicola De Cao, Thomas Kipf, Jakub M. Tomczak

* Uncertainty in Artificial Intelligence (UAI). Proceedings of the Thirty-Fourth Conference (2018) 856- 865 
* GitHub repository:, Blogpost: 

  Access Paper or Ask Questions

Explorations in Homeomorphic Variational Auto-Encoding

Jul 12, 2018
Luca Falorsi, Pim de Haan, Tim R. Davidson, Nicola De Cao, Maurice Weiler, Patrick Forré, Taco S. Cohen

* 16 pages, 8 figures, ICML workshop on Theoretical Foundations and Applications of Deep Generative Models 

  Access Paper or Ask Questions