Dmitri Chklovskii
8 papers · 2015–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (8) π£ Hot Topic Early Bird
π
Cross-Pollinator
(13)
π
Renaissance Researcher
(7)
πΊοΈ
Taxonomy Completionist
(17)
π
Grand Slam
Conferences
NIPS (4)
AAAI (1)
ICLR (1)
ICML (1)
JMLR (1)
Top co-authors
Keywords
manifold learning
(2)
online learning
(2)
representation learning
(1)
self-supervised learning
(1)
semidefinite programming
(1)
convex optimization
(1)
k-means clustering
(1)
real-time processing
(1)
neuronal activity
(1)
image denoising
(1)
canonical correlation analysis
(1)
eigenvalue decomposition
(1)
overcomplete representation
(1)
motion detection
(1)
hierarchical feature learning
(1)
principal component analysis
(1)
calcium imaging
(1)
neural population
(1)
dimensionality reduction
(1)
unsupervised learning
(1)
Papers
A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation
AAAI 2026
Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
ICLR 2023
Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
ICML 2023
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit
NIPS 2019
Clustering is semidefinitely not that hard: Nonnegative SDP for manifold disentangling
JMLR 2018
Manifold-tiling Localized Receptive Fields are Optimal in Similarity-preserving Neural Networks
NIPS 2018
OnACID: Online Analysis of Calcium Imaging Data in Real Time
NIPS 2017
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
NIPS 2015