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Dmitry Krotov
Dmitry Krotov
MIT-IBM Watson AI Lab & IBM Research
Verified email at ibm.com - Homepage
Title
Cited by
Cited by
Year
Dense associative memory for pattern recognition
D Krotov, JJ Hopfield
Advances in Neural Information Processing Systems, 1172-1180, 2016
3272016
Unsupervised learning by competing hidden units
D Krotov, JJ Hopfield
Proceedings of the National Academy of Sciences 116 (16), 7723-7731, 2019
1722019
Infrared sensitivity of unstable vacua
D Krotov, AM Polyakov
Nuclear Physics B 849 (2), 410-432, 2011
1542011
Morphogenesis at criticality
D Krotov, JO Dubuis, T Gregor, W Bialek
Proceedings of the National Academy of Sciences 111 (10), 3683-3688, 2014
1372014
Dense associative memory is robust to adversarial inputs
D Krotov, J Hopfield
Neural computation 30 (12), 3151-3167, 2018
1232018
Large associative memory problem in neurobiology and machine learning
D Krotov, J Hopfield
International Conference on Learning Representations, 2020
1122020
Holes in the ghost condensate
D Krotov, C Rebbi, V Rubakov, V Zakharov
Physical Review D 71 (4), 045014, 2005
512005
Quantum field theory as effective BV theory from Chern–Simons
D Krotov, A Losev
Nuclear physics B 806 (3), 529-566, 2009
342009
Hierarchical associative memory
D Krotov
arXiv preprint arXiv:2107.06446, 2021
302021
Bio-Inspired Hashing for Unsupervised Similarity Search
CK Ryali, JJ Hopfield, L Grinberg, D Krotov
International Conference on Machine Learning, 8739-8750, 2020
292020
Can a Fruit Fly Learn Word Embeddings?
Y Liang, CK Ryali, B Hoover, L Grinberg, S Navlakha, MJ Zaki, D Krotov
International Conference on Learning Representations, 2021
282021
A new frontier for hopfield networks
D Krotov
Nature Reviews Physics 5 (7), 366-367, 2023
242023
Energy transformer
B Hoover, Y Liang, B Pham, R Panda, H Strobelt, DH Chau, M Zaki, ...
Advances in Neural Information Processing Systems 36, 2024
202024
On pure spinor superfield formalism
V Alexandrov, D Krotov, A Losev, V Lysov
Journal of High Energy Physics 2007 (10), 074, 2007
192007
Building transformers from neurons and astrocytes
L Kozachkov, KV Kastanenka, D Krotov
Proceedings of the National Academy of Sciences 120 (34), e2219150120, 2023
162023
Local unsupervised learning for image analysis
L Grinberg, J Hopfield, D Krotov
arXiv preprint arXiv:1908.08993, 2019
162019
Sparse distributed memory is a continual learner
T Bricken, X Davies, D Singh, D Krotov, G Kreiman
arXiv preprint arXiv:2303.11934, 2023
92023
A Universal Abstraction for Hierarchical Hopfield Networks
B Hoover, DH Chau, H Strobelt, D Krotov
The Symbiosis of Deep Learning and Differential Equations II, 2022
92022
Long sequence Hopfield memory
H Chaudhry, J Zavatone-Veth, D Krotov, C Pehlevan
Advances in Neural Information Processing Systems 36, 2024
62024
Memory in plain sight: A survey of the uncanny resemblances between diffusion models and associative memories
B Hoover, H Strobelt, D Krotov, J Hoffman, Z Kira, DH Chau
arXiv preprint arXiv:2309.16750, 2023
52023
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