A Theory of Independent Mechanisms for Extrapolation in Generative Models

Besserve, Michel; Sun, Remy; Janzing, Dominik; Schölkopf, Bernhard

doi:10.1609/aaai.v35i8.16833

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A Theory of Independent Mechanisms for Extrapolation in Generative Models

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

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

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https://doi.org/10.1609/aaai.v35i8.16833
(Publisher version)

https://doi.org/10.48550/arXiv.2004.00184
(Preprint)

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Besserve, M., Sun, R., Janzing, D., & Schölkopf, B. (2021). A Theory of Independent Mechanisms for Extrapolation in Generative Models. In Proceedings of the AAAI Conference on Artificial Intelligence (pp. 6741-6749). Palo Alto, CA: AAAI Press. doi:10.1609/aaai.v35i8.16833.

Cite as: https://hdl.handle.net/21.11116/0000-000F-ED35-B

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