On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis

14 June 2022

Papers citing "On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis"

3 / 3 papers shown

Title
Marrying Causal Representation Learning with Dynamical Systems for Science Dingling Yao Caroline Muller Francesco Locatello CML AI4CE 47 6 0 22 May 2024
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 238 209 0 17 Feb 2021
Weakly-Supervised Disentanglement Without Compromises Francesco Locatello Ben Poole Gunnar Rätsch Bernhard Schölkopf Olivier Bachem Michael Tschannen CoGe OOD DRL 184 313 0 07 Feb 2020