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Conference Paper

Embrace the Gap: VAEs Perform Independent Mechanism Analysis

MPS-Authors
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Gresele,  Luigi       
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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von Kügelgen,  Julius
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;
External Organizations;

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Zietlow,  Dominik
Max Planck Research Group Autonomous Learning, Max Planck Institute for Intelligent Systems, Max Planck Society;
External Organizations;

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Schölkopf,  Bernhard       
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Martius,  Georg
Max Planck Research Group Autonomous Learning, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Besserve,  Michel       
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

External Resource

https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html
(Publisher version)

https://doi.org/10.48550/arXiv.2206.02416
(Preprint)

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Citation

Reizinger, P., Gresele, L., Brady, J., von Kügelgen, J., Zietlow, D., Schölkopf, B., et al. (2023). Embrace the Gap: VAEs Perform Independent Mechanism Analysis. In S. Koyejo, S. Mohamed, A. Agarwal, D. Belgrave, K. Cho, & A. Oh (Eds.), Advances in Neural Information Processing Systems 35 (pp. 12040-12057). Red Hook, NY: Curran Associates, Inc. Retrieved from https://proceedings.neurips.cc/paper_files/paper/2022/hash/4eb91efe090f72f7cf42c69aab03fe85-Abstract-Conference.html.


Cite as: https://hdl.handle.net/21.11116/0000-0010-303E-3
Abstract
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