Dmitry Krotov - RankMe

40 papers A* 9Journal 30Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Clustering with Associative Memories. CoRR Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram
2025	J	`jnl`	Dense Associative Memories with Analog Circuits. CoRR Marc Gong Bacvanski, Xincheng You, John J. Hopfield, Dmitry Krotov
2025	J	`jnl`	Dense Associative Memory with Epanechnikov Energy. CoRR Benjamin Hoover, Zhaoyang Shi, Krishnakumar Balasubramanian, Dmitry Krotov, Parikshit Ram
2025	A*	`conf`	M+: Extending MemoryLLM with Scalable Long-Term Memory. ICML Yu Wang, Dmitry Krotov, Yuanzhe Hu, Yifan Gao, Wangchunshu Zhou, Julian J. McAuley, Dan Gutfreund, Rogério Feris, Zexue He
2025	J	`jnl`	M+: Extending MemoryLLM with Scalable Long-Term Memory. CoRR Yu Wang, Dmitry Krotov, Yuanzhe Hu, Yifan Gao, Wangchunshu Zhou, Julian J. McAuley, Dan Gutfreund, Rogério Feris, Zexue He
2025	J	`jnl`	Memorization to Generalization: Emergence of Diffusion Models from Associative Memory. CoRR Bao Pham, Gabriel Raya, Matteo Negri, Mohammed J. Zaki, Luca Ambrogioni, Dmitry Krotov
2025	J	`jnl`	Modern Methods in Associative Memory. CoRR Dmitry Krotov, Benjamin Hoover, Parikshit Ram, Bao Pham
2025	J	`jnl`	NRGPT: An Energy-based Alternative for GPT. CoRR Nima Dehmamy, Benjamin Hoover, Bishwajit Saha, Leo Kozachkov, Jean-Jacques E. Slotine, Dmitry Krotov
2025	J	`jnl`	Operator Learning for Reconstructing Flow Fields from Sparse Measurements: an Energy Transformer Approach. CoRR Qian Zhang, Dmitry Krotov, George Em Karniadakis
2025	J	`jnl`	Operator learning for reconstructing flow fields from sparse measurements: An energy transformer approach. J. Comput. Phys. Qian Zhang, Dmitry Krotov, George Em Karniadakis
2025	J	`jnl`	Small Models, Smarter Learning: The Power of Joint Task Training. CoRR Csaba Both, Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Daniel Karl I. Weidele, Mauro Martino, Nima Dehmamy
2024	J	`jnl`	CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory. CoRR Zexue He, Leonid Karlinsky, Donghyun Kim, Julian J. McAuley, Dmitry Krotov, Rogério Feris
2024	A*	`conf`	Dense Associative Memory Through the Lens of Random Features. NeurIPS Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Parikshit Ram, Dmitry Krotov
2024	J	`jnl`	Dense Associative Memory Through the Lens of Random Features. CoRR Benjamin Hoover, Duen Horng Chau, Hendrik Strobelt, Parikshit Ram, Dmitry Krotov
2024	J	`jnl`	Losing dimensions: Geometric memorization in generative diffusion. CoRR Beatrice Achilli, Enrico Ventura, Gianluigi Silvestri, Bao Pham, Gabriel Raya, Dmitry Krotov, Carlo Lucibello, Luca Ambrogioni
2023	A*	`conf`	End-to-end Differentiable Clustering with Associative Memories. ICML Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram
2023	J	`jnl`	End-to-end Differentiable Clustering with Associative Memories. CoRR Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, Parikshit Ram
2023	A*	`conf`	Energy Transformer. NeurIPS Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov
2023	J	`jnl`	Energy Transformer. CoRR Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda, Hendrik Strobelt, Duen Horng Chau, Mohammed J. Zaki, Dmitry Krotov
2023	A*	`conf`	Long Sequence Hopfield Memory. NeurIPS Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan
2023	J	`jnl`	Long Sequence Hopfield Memory. CoRR Hamza Tahir Chaudhry, Jacob A. Zavatone-Veth, Dmitry Krotov, Cengiz Pehlevan
2023	J	`jnl`	Memory in Plain Sight: A Survey of the Uncanny Resemblances between Diffusion Models and Associative Memories. CoRR Benjamin Hoover, Hendrik Strobelt, Dmitry Krotov, Judy Hoffman, Zsolt Kira, Duen Horng Chau
2023	A*	`conf`	Sparse Distributed Memory is a Continual Learner. ICLR Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman
2023	J	`jnl`	Sparse Distributed Memory is a Continual Learner. CoRR Trenton Bricken, Xander Davies, Deepak Singh, Dmitry Krotov, Gabriel Kreiman
2022	J	`jnl`	Associative Learning for Network Embedding. CoRR Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki
2022	J	`jnl`	Modern Hopfield Networks for graph embedding. Frontiers Big Data Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki
2021	A*	`conf`	Can a Fruit Fly Learn Word Embeddings? ICLR Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov
2021	J	`jnl`	Can a Fruit Fly Learn Word Embeddings? CoRR Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Leopold Grinberg, Saket Navlakha, Mohammed J. Zaki, Dmitry Krotov
2021	J	`jnl`	Hierarchical Associative Memory. CoRR Dmitry Krotov
2021	A*	`conf`	Large Associative Memory Problem in Neurobiology and Machine Learning. ICLR Dmitry Krotov, John J. Hopfield
2020	A*	`conf`	Bio-Inspired Hashing for Unsupervised Similarity Search. ICML Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg, Dmitry Krotov
2020	J	`jnl`	Bio-Inspired Hashing for Unsupervised Similarity Search. CoRR Chaitanya K. Ryali, John J. Hopfield, Leopold Grinberg, Dmitry Krotov
2020	J	`jnl`	Large Associative Memory Problem in Neurobiology and Machine Learning. CoRR Dmitry Krotov, John J. Hopfield
2019	J	`jnl`	Local Unsupervised Learning for Image Analysis. CoRR Leopold Grinberg, John J. Hopfield, Dmitry Krotov
2019	J	`jnl`	Unsupervised learning by competing hidden units. Proc. Natl. Acad. Sci. USA Dmitry Krotov, John J. Hopfield
2018	J	`jnl`	Dense Associative Memory Is Robust to Adversarial Inputs. Neural Comput. Dmitry Krotov, John J. Hopfield
2018	J	`jnl`	Unsupervised Learning by Competing Hidden Units. CoRR Dmitry Krotov, John J. Hopfield
2017	J	`jnl`	Dense Associative Memory is Robust to Adversarial Inputs. CoRR Dmitry Krotov, John J. Hopfield
2016	—	`conf`	Dense Associative Memory for Pattern Recognition. NIPS Dmitry Krotov, John J. Hopfield
2016	J	`jnl`	Dense Associative Memory for Pattern Recognition. CoRR Dmitry Krotov, John J. Hopfield