Krotov, Dmitry

27 publications

ICLRW 2025 A Biologically Plausible Associative Memory Network Mohadeseh Shafiei Kafraj, Dmitry Krotov, Brendan A Bicknell, Peter E. Latham

ICLRW 2025 Deep Clustering with Associative Memories Bishwajit Saha, Dmitry Krotov, Mohammed J Zaki, Parikshit Ram

NeurIPS 2025 Dense Associative Memory with Epanechnikov Energy Benjamin Hoover, Zhaoyang Shi, Krishna Balasubramanian, Dmitry Krotov, Parikshit Ram

ICLRW 2025 Dense Associative Memory with Epanechnikov Energy Benjamin Hoover, Krishna Balasubramanian, Dmitry Krotov, Parikshit Ram

ICML 2025 M+: Extending MemoryLLM with Scalable Long-Term Memory Yu Wang, Dmitry Krotov, Yuanzhe Hu, Yifan Gao, Wangchunshu Zhou, Julian Mcauley, Dan Gutfreund, Rogerio Feris, Zexue He

ICLRW 2025 Memorization to Generalization: Emergence of Diffusion Models from Associative Memory Networks Bao Pham, Gabriel Raya, Matteo Negri, Mohammed J Zaki, Luca Ambrogioni, Dmitry Krotov

ICMLW 2024 CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory Zexue He, Leonid Karlinsky, Donghyun Kim, Julian McAuley, Dmitry Krotov, Rogerio Feris

NeurIPSW 2024 Deep Clustering with Associative Memories Bishwajit Saha, Dmitry Krotov, Mohammed J Zaki, Parikshit Ram

NeurIPS 2024 Dense Associative Memory Through the Lens of Random Features Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Parikshit Ram, Dmitry Krotov

ICMLW 2024 Long Context Understanding Using Self-Generated Synthetic Data Jerry Li, Subhro Das, Aude Oliva, Dmitry Krotov, Leonid Karlinsky, Rogerio Feris

NeurIPSW 2024 Memorization to Generalization: The Emergence of Diffusion Models from Associative Memory Bao Pham, Gabriel Raya, Matteo Negri, Mohammed J Zaki, Luca Ambrogioni, Dmitry Krotov

NeurIPSW 2024 Neuron-Astrocyte Associative Memory Leo Kozachkov, Jean-Jacques Slotine, Dmitry Krotov

ICML 2023 End-to-End Differentiable Clustering with Associative Memories Bishwajit Saha, Dmitry Krotov, Mohammed J Zaki, Parikshit Ram

ICMLW 2023 End-to-End Differentiable Clustering with Associative Memories Bishwajit Saha, Dmitry Krotov, Mohammed J Zaki, Parikshit Ram

NeurIPS 2023 Energy Transformer Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed Zaki, Dmitry Krotov

NeurIPSW 2023 Energy Transformer Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J Zaki, Dmitry Krotov

NeurIPS 2023 Long Sequence Hopfield Memory Hamza Chaudhry, Jacob Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan

NeurIPSW 2023 Long Sequence Hopfield Memory Hamza Tahir Chaudhry, Jacob A Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan

NeurIPSW 2023 Memorization and Consolidation in Associative Memory Networks Danil Tyulmankov, Kim Stachenfeld, Dmitry Krotov, Larry Abbott

NeurIPSW 2023 Memory in Plain Sight: A Survey of the Uncanny Resemblances Between Diffusion Models and Associative Memories Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau

ICLR 2023 Sparse Distributed Memory Is a Continual Learner Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman

NeurIPSW 2022 A Universal Abstraction for Hierarchical Hopfield Networks Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Dmitry Krotov

ICLR 2021 Can a Fruit Fly Learn Word Embeddings? Yuchen Liang, Chaitanya Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J Zaki, Dmitry Krotov

ICLR 2021 Large Associative Memory Problem in Neurobiology and Machine Learning Dmitry Krotov, John J. Hopfield

ICML 2020 Bio-Inspired Hashing for Unsupervised Similarity Search Chaitanya Ryali, John Hopfield, Leopold Grinberg, Dmitry Krotov

NeurIPSW 2019 Local Unsupervised Learning for Image Analysis Leopold Grinberg, John Hopfield, Dmitry Krotov

NeurIPS 2016 Dense Associative Memory for Pattern Recognition Dmitry Krotov, John J. Hopfield