A Geometric Perspective on Autoencoders

15 September 2023

Papers citing "A Geometric Perspective on Autoencoders"

7 / 7 papers shown

Title
On Explicit Curvature Regularization in Deep Generative Models Yonghyeon Lee Frank C. Park BDL 50 13 0 19 Sep 2023
Geometrically Enriched Latent Spaces Georgios Arvanitidis Søren Hauberg Bernhard Schölkopf DRL 60 55 0 02 Aug 2020
Extendable and invertible manifold learning with geometry regularized autoencoders Andres F. Duque Sacha Morin Guy Wolf Kevin R. Moon 73 25 0 14 Jul 2020
Learning Flat Latent Manifolds with VAEs Nutan Chen Alexej Klushyn Francesco Ferroni Justin Bayer Patrick van der Smagt DRL 54 41 0 12 Feb 2020
Latent Space Oddity: on the Curvature of Deep Generative Models Georgios Arvanitidis Lars Kai Hansen Søren Hauberg DRL 107 270 0 31 Oct 2017
Adversarial Autoencoders Alireza Makhzani Jonathon Shlens Navdeep Jaitly Ian Goodfellow Brendan J. Frey GAN 86 2,224 0 18 Nov 2015
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 450 16,933 0 20 Dec 2013