Dmitri Chklovskii
8 papers · 2015–2026 · 5 venues · across top CS/AI venues
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (17)
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Machine Learning
(7)
Deep Learning
(5)
Core Methods
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Interdisciplinary
(3)
Computer Vision
(2)
Learning Types Β· Deep Learning
(2)
Learning Types Β· Machine Learning
(2)
Optimization & Theory
(2)
Science
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Analysis
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Cognitive Science
(1)
Keywords
manifold learning
(2)
recurrent neural network
(2)
online learning
(2)
representation learning
(1)
semidefinite programming
(1)
convex optimization
(1)
self-supervised learning
(1)
k-means clustering
(1)
neuronal activity
(1)
image denoising
(1)
canonical correlation analysis
(1)
eigenvalue decomposition
(1)
overcomplete representation
(1)
motion detection
(1)
real-time processing
(1)
hierarchical feature learning
(1)
calcium imaging
(1)
neural population
(1)
principal component analysis
(1)
dimensionality reduction
(1)
Papers
A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation
AAAI 2026
Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
ICML 2023
Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
ICLR 2023
A Similarity-preserving Network Trained on Transformed Images Recapitulates Salient Features of the Fly Motion Detection Circuit
NeurIPS 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
NeurIPS 2018
OnACID: Online Analysis of Calcium Imaging Data in Real Time
NeurIPS 2017
A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks
NeurIPS 2015