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Dmitry Krotov
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2020 – today
- 2024
- [i17]Zexue He, Leonid Karlinsky, Donghyun Kim, Julian J. McAuley, Dmitry Krotov, Rogério Feris:
CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory. CoRR abs/2402.13449 (2024) - [i16]Beatrice Achilli, Enrico Ventura, Gianluigi Silvestri, Bao Pham, Gabriel Raya, Dmitry Krotov, Carlo Lucibello, Luca Ambrogioni:
Losing dimensions: Geometric memorization in generative diffusion. CoRR abs/2410.08727 (2024) - [i15]Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Parikshit Ram, Dmitry Krotov:
Dense Associative Memory Through the Lens of Random Features. CoRR abs/2410.24153 (2024) - 2023
- [c8]Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman:
Sparse Distributed Memory is a Continual Learner. ICLR 2023 - [c7]Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram:
End-to-end Differentiable Clustering with Associative Memories. ICML 2023: 29649-29670 - [c6]Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan:
Long Sequence Hopfield Memory. NeurIPS 2023 - [c5]Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. NeurIPS 2023 - [i14]Benjamin Hoover, Yuchen Liang
, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov:
Energy Transformer. CoRR abs/2302.07253 (2023) - [i13]Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman:
Sparse Distributed Memory is a Continual Learner. CoRR abs/2303.11934 (2023) - [i12]Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram:
End-to-end Differentiable Clustering with Associative Memories. CoRR abs/2306.03209 (2023) - [i11]Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan:
Long Sequence Hopfield Memory. CoRR abs/2306.04532 (2023) - [i10]Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau:
Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories. CoRR abs/2309.16750 (2023) - 2022
- [j3]Yuchen Liang
Modern Hopfield Networks for graph embedding. Frontiers Big Data 5 (2022) - [i9]Yuchen Liang
Associative Learning for Network Embedding. CoRR abs/2208.14376 (2022) - 2021
- [c4]Dmitry Krotov, John J. Hopfield:
Large Associative Memory Problem in Neurobiology and Machine Learning. ICLR 2021 - [c3]Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover
Can a Fruit Fly Learn Word Embeddings? ICLR 2021 - [i8]Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov:
Can a Fruit Fly Learn Word Embeddings? CoRR abs/2101.06887 (2021) - [i7]Dmitry Krotov:
Hierarchical Associative Memory. CoRR abs/2107.06446 (2021) - 2020
- [c2]Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg, Dmitry Krotov:
Bio-Inspired Hashing for Unsupervised Similarity Search. ICML 2020: 8295-8306 - [i6]Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg, Dmitry Krotov:
Bio-Inspired Hashing for Unsupervised Similarity Search. CoRR abs/2001.04907 (2020) - [i5]Dmitry Krotov, John J. Hopfield:
Large Associative Memory Problem in Neurobiology and Machine Learning. CoRR abs/2008.06996 (2020)
2010 – 2019
- 2019
- [j2]Dmitry Krotov, John J. Hopfield:
Unsupervised learning by competing hidden units. Proc. Natl. Acad. Sci. USA 116(16): 7723-7731 (2019) - [i4]Leopold Grinberg, John J. Hopfield, Dmitry Krotov:
Local Unsupervised Learning for Image Analysis. CoRR abs/1908.08993 (2019) - 2018
- [j1]Dmitry Krotov, John J. Hopfield:
Dense Associative Memory Is Robust to Adversarial Inputs. Neural Comput. 30(12) (2018) - [i3]Dmitry Krotov, John J. Hopfield:
Unsupervised Learning by Competing Hidden Units. CoRR abs/1806.10181 (2018) - 2017
- [i2]Dmitry Krotov, John J. Hopfield:
Dense Associative Memory is Robust to Adversarial Inputs. CoRR abs/1701.00939 (2017) - 2016
- [c1]Dmitry Krotov, John J. Hopfield:
Dense Associative Memory for Pattern Recognition. NIPS 2016: 1172-1180 - [i1]Dmitry Krotov, John J. Hopfield:
Dense Associative Memory for Pattern Recognition. CoRR abs/1606.01164 (2016)
Coauthor Index
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