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Ivan Butakov

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2024
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Ivan Butakov, Aleksander Tolmachev, Sofia Malanchuk, Anna Neopryatnaya, Alexey A. Frolov, Kirill V. Andreev:
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression. ICLR 2024
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  - journals/corr/abs-2403-02187
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Ivan Butakov, Aleksander Tolmachev, Sofia Malanchuk, Anna Neopryatnaya, Alexey A. Frolov:
Mutual Information Estimation via Normalizing Flows. CoRR abs/2403.02187 (2024)
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  - journals/corr/abs-2410-06993
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Ivan Butakov, Alexander Sememenko, Aleksander Tolmachev, Andrey Gladkov, Marina Munkhoeva, Alexey A. Frolov:
Efficient Distribution Matching of Representations via Noise-Injected Deep InfoMax. CoRR abs/2410.06993 (2024)
2023
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  - journals/corr/abs-2305-08013
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Ivan Butakov, Aleksander Tolmachev, Sofia Malanchuk, Anna Neopryatnaya, Alexey A. Frolov, Kirill V. Andreev:
Information Bottleneck Analysis of Deep Neural Networks via Lossy Compression. CoRR abs/2305.08013 (2023)

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