Latent Space Oddity: on the Curvature of Deep Generative Models

31 October 2017

Papers citing "Latent Space Oddity: on the Curvature of Deep Generative Models"

10 / 60 papers shown

Title
Mixed-curvature Variational Autoencoders Ondrej Skopek O. Ganea Gary Bécigneul CML DRL BDL 30 101 0 19 Nov 2019
CMTS: Conditional Multiple Trajectory Synthesizer for Generating Safety-critical Driving Scenarios Wenhao Ding Mengdi Xu Ding Zhao 35 52 0 17 Sep 2019
Expected path length on random manifolds David Eklund Søren Hauberg DRL 28 15 0 20 Aug 2019
Explicit Disentanglement of Appearance and Perspective in Generative Models N. Detlefsen Søren Hauberg CoGe DRL 30 47 0 11 Jun 2019
Fast Approximate Geodesics for Deep Generative Models Nutan Chen Francesco Ferroni Alexej Klushyn A. Paraschos Justin Bayer Patrick van der Smagt DRL 30 30 0 19 Dec 2018
Geodesic Clustering in Deep Generative Models Tao Yang Georgios Arvanitidis Dongmei Fu Xiaogang Li Søren Hauberg 19 27 0 13 Sep 2018
Active Learning based on Data Uncertainty and Model Sensitivity Nutan Chen Alexej Klushyn A. Paraschos Djalel Benbouzid Patrick van der Smagt 24 17 0 06 Aug 2018
Only Bayes should learn a manifold (on the estimation of differential geometric structure from data) Søren Hauberg 19 31 0 13 Jun 2018
Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena Jacob Buckman Catherine Olsson Tom B. Brown C. Olah Colin Raffel Ian Goodfellow AI4CE 35 112 0 23 Feb 2018
Metrics for Deep Generative Models Nutan Chen Alexej Klushyn Richard Kurle Xueyan Jiang Justin Bayer Patrick van der Smagt SyDa DRL 34 116 0 03 Nov 2017