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Cited By

Probing the Robustness of Independent Mechanism Analysis for
Representation Learning

Probing the Robustness of Independent Mechanism Analysis for Representation Learning

13 July 2022

Shubhangi Ghosh

Vincent Stimper

Bernhard Schölkopf

ArXiv (abs)PDF HTML

Papers citing "Probing the Robustness of Independent Mechanism Analysis for Representation Learning"

5 / 5 papers shown

When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective

When Does Closeness in Distribution Imply Representational Similarity? An Identifiability Perspective

Beatrix M. G. Nielsen

Emanuele Marconato

267

2

0

04 Jun 2025

Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent Spaces

Escaping Plato's Cave: Towards the Alignment of 3D and Text Latent SpacesComputer Vision and Pattern Recognition (CVPR), 2025

Andrea Santilli

Emanuele Rodolà

262

1

0

07 Mar 2025

Independent Mechanism Analysis and the Manifold Hypothesis

Independent Mechanism Analysis and the Manifold Hypothesis

Shubhangi Ghosh

Julius von Kügelgen

Bernhard Schölkopf

170

4

0

20 Dec 2023

Function Classes for Identifiable Nonlinear Independent Component
Analysis

Function Classes for Identifiable Nonlinear Independent Component AnalysisNeural Information Processing Systems (NeurIPS), 2022

Bernhard Schölkopf

194

48

0

12 Aug 2022

Embrace the Gap: VAEs Perform Independent Mechanism Analysis

Embrace the Gap: VAEs Perform Independent Mechanism AnalysisNeural Information Processing Systems (NeurIPS), 2022

Patrik Reizinger

Julius von Kügelgen

Dominik Zietlow

Bernhard Schölkopf

Wieland Brendel

343

26

0

06 Jun 2022