Linear Disentangled Representations and Unsupervised Action Estimation

Linear Disentangled Representations and Unsupervised Action Estimation

18 August 2020

Matthew Painter

Jonathon S. Hare

Adam Prugel-Bennett

Papers citing "Linear Disentangled Representations and Unsupervised Action Estimation"

12 / 12 papers shown

Title
Measuring Orthogonality in Representations of Generative Models Robin Geyer Alessandro Torcinovich João B. S. Carvalho Alexander Meyer Joachim M. Buhmann CML 32 0 0 04 Jul 2024
Enriching Disentanglement: From Logical Definitions to Quantitative Metrics Yivan Zhang Masashi Sugiyama 22 1 0 19 May 2023
Equivariant Representation Learning in the Presence of Stabilizers Luis Armando ∗. GiovanniLucaMarchetti Danica Kragic D. Jarnikov Mike Holenderski 29 0 0 12 Jan 2023
A Short Survey of Systematic Generalization Yuanpeng Li AI4CE 29 1 0 22 Nov 2022
On a Built-in Conflict between Deep Learning and Systematic Generalization Yuanpeng Li OOD 34 0 0 24 Aug 2022
Equivariant Disentangled Transformation for Domain Generalization under Combination Shift Yivan Zhang Jindong Wang Xingxu Xie Masashi Sugiyama OOD 39 1 0 03 Aug 2022
Homomorphism Autoencoder -- Learning Group Structured Representations from Observed Transitions Hamza Keurti Hsiao-Ru Pan M. Besserve Benjamin Grewe Bernhard Schölkopf AI4CE 27 13 0 25 Jul 2022
When are Post-hoc Conceptual Explanations Identifiable? Tobias Leemann Michael Kirchhof Yao Rong Enkelejda Kasneci Gjergji Kasneci 50 10 0 28 Jun 2022
Transformation Coding: Simple Objectives for Equivariant Representations Mehran Shakerinava A. Mondal Siamak Ravanbakhsh OffRL 14 0 0 19 Feb 2022
Commutative Lie Group VAE for Disentanglement Learning Xinqi Zhu Chang Xu Dacheng Tao CoGe DRL 29 22 0 07 Jun 2021
Towards Building A Group-based Unsupervised Representation Disentanglement Framework Tao Yang Xuanchi Ren Yuwang Wang W. Zeng Nanning Zheng CoGe DRL 19 27 0 20 Feb 2021
Quantifying and Learning Linear Symmetry-Based Disentanglement Loek Tonnaer L. Rey Vlado Menkovski Mike Holenderski J. Portegies FedML CoGe DRL 11 13 0 11 Nov 2020