Multi-Level Variational Autoencoder: Learning Disentangled
Representations from Grouped Observations

Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations

24 May 2017

Diane Bouchacourt

Sebastian Nowozin

Papers citing "Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations"

14 / 64 papers shown

Title
Recognizing Variables from their Data via Deep Embeddings of Distributions Jonas W. Mueller Alex Smola 16 9 0 11 Sep 2019
Demystifying Inter-Class Disentanglement Aviv Gabbay Yedid Hoshen DRL 22 56 0 27 Jun 2019
On the Transfer of Inductive Bias from Simulation to the Real World: a New Disentanglement Dataset Muhammad Waleed Gondal Manuel Wüthrich Ðorðe Miladinovic Francesco Locatello M. Breidt V. Volchkov J. Akpo Olivier Bachem Bernhard Schölkopf Stefan Bauer OOD DRL 33 134 0 07 Jun 2019
DIVA: Domain Invariant Variational Autoencoders Maximilian Ilse Jakub M. Tomczak Christos Louizos Max Welling DRL OOD 33 198 0 24 May 2019
Disentangling Factors of Variation Using Few Labels Francesco Locatello Michael Tschannen Stefan Bauer Gunnar Rätsch Bernhard Schölkopf Olivier Bachem DRL CML CoGe 34 123 0 03 May 2019
Rare Event Detection using Disentangled Representation Learning Ryuhei Hamaguchi Ken Sakurada Ryosuke Nakamura DRL 20 35 0 04 Dec 2018
Disentangling Latent Hands for Image Synthesis and Pose Estimation Linlin Yang Angela Yao CoGe DRL 28 116 0 03 Dec 2018
Robustly Disentangled Causal Mechanisms: Validating Deep Representations for Interventional Robustness Raphael Suter Ðorðe Miladinovic Bernhard Schölkopf Stefan Bauer CML OOD DRL 21 159 0 31 Oct 2018
Uncertainty in Multitask Transfer Learning Alexandre Lacoste Boris N. Oreshkin Wonchang Chung Thomas Boquet Negar Rostamzadeh David M. Krueger BDL UQCV SSL 24 21 0 20 Jun 2018
Structured Disentangled Representations Babak Esmaeili Hao Wu Sarthak Jain Alican Bozkurt N. Siddharth Brooks Paige Dana H. Brooks Jennifer Dy Jan-Willem van de Meent OOD CML BDL DRL 36 165 0 06 Apr 2018
Learning to Write Stylized Chinese Characters by Reading a Handful of Examples D. Sun Tongzheng Ren Chongxun Li Hang Su Jun Zhu 29 88 0 06 Dec 2017
DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images Taihong Xiao Jiapeng Hong Jinwen Ma DRL 31 90 0 15 Nov 2017
Generative Models of Visually Grounded Imagination Ramakrishna Vedantam Ian S. Fischer Jonathan Huang Kevin Patrick Murphy 25 138 0 30 May 2017
Neural Style Transfer: A Review Yongcheng Jing Yezhou Yang Zunlei Feng Jingwen Ye Yizhou Yu Xiuming Zhang 31 725 0 11 May 2017