Dmitry Krotov
10 papers · 2016–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (9) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (13)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
👑
Triple Crown
🏆
Keyword Champion
(5)
❓
The Questioner
💎
Century Club
(10)
Conferences
NIPS (4)
ICLR (3)
ICML (3)
Top co-authors
Keywords
associative memory
(5)
pattern storage
(2)
hopfield network
(2)
attention mechanism
(1)
feature matching
(1)
locality sensitive hashing
(1)
pattern recognition
(1)
continuous relaxation
(1)
image completion
(1)
energy function
(1)
random feature
(1)
scaling law
(1)
energy-based model
(1)
pattern completion
(1)
activation function
(1)
hash coding
(1)
self-supervised clustering
(1)
unsupervised hashing
(1)
differentiable clustering
(1)
sparse hashing
(1)
Papers
M+: Extending MemoryLLM with Scalable Long-Term Memory
ICML 2025
Dense Associative Memory Through the Lens of Random Features
NIPS 2024
Sparse Distributed Memory is a Continual Learner
ICLR 2023
End-to-end Differentiable Clustering with Associative Memories
ICML 2023
Long Sequence Hopfield Memory
NIPS 2023
Energy Transformer
NIPS 2023
Large Associative Memory Problem in Neurobiology and Machine Learning
ICLR 2021
Can a Fruit Fly Learn Word Embeddings?
ICLR 2021
Bio-Inspired Hashing for Unsupervised Similarity Search
ICML 2020
Dense Associative Memory for Pattern Recognition
NIPS 2016