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Dmitry Krotov

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CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory

Feb 21, 2024
Zexue He, Leonid Karlinsky, Donghyun Kim, Julian McAuley, Dmitry Krotov, Rogerio Feris

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

Sep 28, 2023
Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau

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Long Sequence Hopfield Memory

Jun 07, 2023
Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan

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End-to-end Differentiable Clustering with Associative Memories

Jun 05, 2023
Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram

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Sparse Distributed Memory is a Continual Learner

Mar 20, 2023
Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman

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Energy Transformer

Feb 14, 2023
Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov

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Associative Learning for Network Embedding

Aug 30, 2022
Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki

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Hierarchical Associative Memory

Jul 14, 2021
Dmitry Krotov

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Can a Fruit Fly Learn Word Embeddings?

Jan 18, 2021
Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov

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Large Associative Memory Problem in Neurobiology and Machine Learning

Aug 16, 2020
Dmitry Krotov, John Hopfield

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