DK
Dmitry Krotov
cs.LGq-bio.NCstat.MLcond-mat.dis-nncs.NEcs.CVhep-thcs.AIcs.CLAstrocytes
On Valency
published · living versionsW_rwqqdbp7·v1 · currentpublished
W_3brsv4aa·v1published
Preprints & journals
42 papers in the corpus · 2004–2026Sample-efficient learning with Dense Associative Memories2610.27384v1 · Andrew Lucas, Dmitry Krotov2026 · 0 citationsarXivon Valency
Hyperparameter Transfer for Dense Associative Memories2605.10164v1 · Roi Holtzman, Dmitry Krotov, Boris Hanin2026 · 0 citationsarXiv
Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data2604.26841v2 · Bao Pham, Mohammed J. Zaki, Luca Ambrogioni et al.2026 · 0 citationsPham B. et al. Language Diffusion Models are Associative Memories Capable of Retrieving Unseen Data. In Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
Energy-Based Dynamical Models for Neurocomputation, Learning, and Optimization2604.05042v1 · Arthur N. Montanari, Francesco Bullo, Dmitry Krotov et al.2026 · 0 citations2026 American Control Conference (ACC), May 27-29, New Orleans, LA
Stochastic Thermodynamics of Associative Memory2601.01253v2 · Spencer Rooke, Dmitry Krotov, Vijay Balasubramanian et al.2026 · 0 citationsarXiv
Deep Clustering with Associative Memories2601.00963v1 · Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki et al.2026 · 0 citationsarXiv
A Biologically Plausible Dense Associative Memory with Exponential Capacity2601.00984v2 · Mohadeseh Shafiei Kafraj, Dmitry Krotov, Peter E. Latham2026 · 0 citationsarXiv
NRGPT: An Energy-based Alternative for GPT2512.16762v3 · Nima Dehmamy, Benjamin Hoover, Bishwajit Saha et al.2025 · 0 citationsarXiv
Dense Associative Memories with Analog Circuits2512.15002v1 · Marc Gong Bacvanski, Xincheng You, John Hopfield et al.2025 · 0 citationsarXiv
Modern Methods in Associative Memory2507.06211v2 · Dmitry Krotov, Benjamin Hoover, Parikshit Ram et al.2025 · 0 citationsarXiv
Dense Associative Memory with Epanechnikov Energy2506.10801v2 · Benjamin Hoover, Zhaoyang Shi, Krishnakumar Balasubramanian et al.2025 · 0 citationsarXiv
Memorization to Generalization: Emergence of Diffusion Models from Associative Memory2505.21777v3 · Bao Pham, Gabriel Raya, Matteo Negri et al.2025 · 0 citationsarXiv
Small Models, Smarter Learning: The Power of Joint Task Training2505.18369v2 · Csaba Both, Benjamin Hoover, Hendrik Strobelt et al.2025 · 0 citationsarXiv
Neuron-astrocyte associative memory.40408402 · Kozachkov, Leo, Slotine, Jean-Jacques, Krotov, Dmitry2025 · 25 citationsProceedings of the National Academy of Sciences of the United States of America. 2025;122(21):e2417788122
M+: Extending MemoryLLM with Scalable Long-Term Memory2502.00592v2 · Yu Wang, Dmitry Krotov, Yuanzhe Hu et al.2025 · 1 citationarXiv
Operator Learning for Reconstructing Flow Fields from Sparse Measurements: an Energy Transformer Approach2501.08339v1 · Qian Zhang, Dmitry Krotov, George Em Karniadakis2025 · 18 citationsarXiv
Dense Associative Memory Through the Lens of Random Features2410.24153v1 · Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt et al.2024 · 2 citationsarXiv
Losing dimensions: Geometric memorization in generative diffusion2410.08727v2 · Beatrice Achilli, Enrico Ventura, Gianluigi Silvestri et al.2024 · 1 citationarXiv
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory2402.13449v1 · Zexue He, Leonid Karlinsky, Donghyun Kim et al.2024 · 0 citationsarXiv
Memory in Plain Sight: Surveying the Uncanny Resemblances of Associative Memories and Diffusion Models2309.16750v2 · Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov et al.2023 · 4 citationsarXiv
Building transformers from neurons and astrocytes.37579149 · Kozachkov, Leo, Kastanenka, Ksenia V, Krotov, Dmitry2023 · 57 citationsProceedings of the National Academy of Sciences of the United States of America. 2023;120(34):e2219150120
Long Sequence Hopfield Memory2306.04532v2 · Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov et al.2023 · 0 citationsAdvances in Neural Information Processing Systems 36 (2023)
End-to-end Differentiable Clustering with Associative Memories2306.03209v1 · Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki et al.2023 · 0 citationsarXiv
Sparse Distributed Memory is a Continual Learner2303.11934v1 · Trenton Bricken, Xander Davies, Deepak Singh et al.2023 · 9 citationsICLR 2023
Energy Transformer2302.07253v2 · Benjamin Hoover, Yuchen Liang, Bao Pham et al.2023 · 12 citations37th Conference on Neural Information Processing Systems (NeurIPS 2023)
Modern Hopfield Networks for graph embedding.36466714 · Liang, Yuchen, Krotov, Dmitry, Zaki, Mohammed J2023 · 5 citationsFrontiers in big data. 2022;5:1044709
Associative Learning for Network Embedding2208.14376v1 · Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki2022 · 0 citationsarXiv
Hierarchical Associative Memory2107.06446v1 · Dmitry Krotov2021 · 12 citationsarXiv
Can a Fruit Fly Learn Word Embeddings?2101.06887v2 · Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover et al.2021 · 10 citationsarXiv
Large Associative Memory Problem in Neurobiology and Machine Learning2008.06996v3 · Dmitry Krotov, John Hopfield2020 · 66 citationsarXiv
Bio-Inspired Hashing for Unsupervised Similarity Search2001.04907v2 · Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg et al.2020 · 16 citationsProceedings of the International Conference on Machine Learning, 2020, pp.8739-8750
Local Unsupervised Learning for Image Analysis1908.08993v1 · Leopold Grinberg, John Hopfield, Dmitry Krotov2019 · 9 citationsarXiv
Unsupervised learning by competing hidden units.30926658 · Krotov, Dmitry, Hopfield, John J2020 · 165 citationsProceedings of the National Academy of Sciences of the United States of America. 2019;116(16):7723-7731
Dense Associative Memory Is Robust to Adversarial Inputs.30314425 · Krotov, Dmitry, Hopfield, John2020 · 106 citationsNeural computation. 2018;30(12):3151-3167
Dense Associative Memory for Pattern Recognition1606.01164v2 · Dmitry Krotov, John J Hopfield2016 · 162 citationsAdvances in Neural Information Processing Systems 29 (2016), 1172-1180
Morphogenesis at criticality.24516161 · Krotov, Dmitry, Dubuis, Julien O, Gregor, Thomas et al.2014 · 115 citationsProceedings of the National Academy of Sciences of the United States of America. 2014;111(10):3683-8
Infrared Sensitivity of Unstable Vacua1012.2107v3 · Dmitry Krotov, Alexander M. Polyakov2010 · 156 citationsNucl.Phys.B 849 (2011) 410-432
Materializing Superghosts0707.1906v1 · Victor Alexandrov, Dmitry Krotov, Andrei Losev et al.2007 · 2 citationsJETP Lett.86:439-443,2007
On Pure Spinor Superfield Formalism0705.2191v2 · Victor Alexandrov, Dmitry Krotov, Andrey Losev et al.2007 · 12 citationsJHEP 0710:074,2007
Quantum Field Theory as Effective BV Theory from Chern-Simonshep-th/0603201v3 · Dmitry Krotov, Andrei Losev, A. Gorodentsev2006 · 21 citationsNucl.Phys.B806:529-566,2009
A Solvable Sector of AdS Theoryhep-th/0506028v2 · D.Krotov, A.Morozov2005 · 5 citationsJHEP 0510:062,2005
Holes in the ghost condensatehep-ph/0407081v1 · D. Krotov, C. Rebbi, V. Rubakov et al.2004 · 44 citationsPhys.Rev. D71 (2005) 045014
Career total: 53 works. 42 are in this corpus.
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