Krotov, Dmitry

Morphogenesis at criticality

Krotov, D., Dubuis, J. O., Gregor, T., & Bialek, W. (2014) · Proceedings of the National Academy of Sciences

Gene Regulatory Network AnalysisDevelopmental Biology and Gene Regulation

Cited by 115

Dense Associative Memory Is Robust to Adversarial Inputs

Krotov, D., & Hopfield, J. (2018) · Neural Computation

Adversarial Robustness in Machine LearningNeural Networks and Applications

Cited by 106

Large Associative Memory Problem in Neurobiology and Machine Learning

Krotov, D., & Hopfield, J. (2020) · arXiv

Neural Networks and ApplicationsNeural dynamics and brain function

Cited by 67

M+: Extending MemoryLLM with Scalable Long-Term Memory

Wang, Y., Krotov, D., Hu, Y., Gao, Y., Zhou, W., McAuley, J., Gutfreund, D., Feris, R., & He, Z. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 1

CAMELoT: Towards Large Language Models with Training-Free Consolidated Associative Memory

He, Z., Karlinsky, L., Kim, D., McAuley, J., Krotov, D., & Feris, R. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 0