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Dmitry Krotov

Modern Methods in Associative Memory

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Jul 08, 2025
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Dense Associative Memory with Epanechnikov Energy

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Jun 12, 2025
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Memorization to Generalization: Emergence of Diffusion Models from Associative Memory

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May 27, 2025
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Small Models, Smarter Learning: The Power of Joint Task Training

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May 23, 2025
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Dense Associative Memory Through the Lens of Random Features

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Oct 31, 2024
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Losing dimensions: Geometric memorization in generative diffusion

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Oct 11, 2024
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CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory

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Feb 21, 2024
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Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories

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Sep 28, 2023
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Long Sequence Hopfield Memory

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Jun 07, 2023
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End-to-end Differentiable Clustering with Associative Memories

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Jun 05, 2023
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