Dmitry Krotov
10 papers · 2016–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π
Keyword Champion
(6)
π
Triple Crown
π
Renaissance Researcher
(5)
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(50)
Venues
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(6)
Core Methods
(6)
Architectures
(5)
Artificial Intelligence
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Applications
(1)
Keywords
associative memory
(6)
hopfield network
(3)
pattern storage
(2)
neural network
(2)
word sense disambiguation
(1)
text generation
(1)
similarity search
(1)
lyapunov function
(1)
attention mechanism
(1)
locality sensitive hashing
(1)
pattern recognition
(1)
document classification
(1)
continuous relaxation
(1)
energy minimization
(1)
image completion
(1)
feature matching
(1)
energy function
(1)
graph anomaly detection
(1)
random feature
(1)
continual learning
(1)
Papers
M+: Extending MemoryLLM with Scalable Long-Term Memory
ICML 2025
Dense Associative Memory Through the Lens of Random Features
NeurIPS 2024
End-to-end Differentiable Clustering with Associative Memories
ICML 2023
Energy Transformer
NeurIPS 2023
Long Sequence Hopfield Memory
NeurIPS 2023
Sparse Distributed Memory is a Continual Learner
ICLR 2023
Can a Fruit Fly Learn Word Embeddings?
ICLR 2021
Large Associative Memory Problem in Neurobiology and Machine Learning
ICLR 2021
Bio-Inspired Hashing for Unsupervised Similarity Search
ICML 2020
Dense Associative Memory for Pattern Recognition
NeurIPS 2016