David Lipshutz
9 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(13)
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Triple Crown
Conferences
NIPS (5)
ICLR (3)
ICML (1)
Top co-authors
Research topics
Keywords
neural network
(4)
adaptive whitening
(2)
gain modulation
(2)
representation learning
(2)
visual cortex
(1)
optimal transport
(1)
irreducible representations
(1)
time series
(1)
neural mechanisms
(1)
sensory processing
(1)
efficient coding
(1)
hebbian learning
(1)
canonical correlation analysis
(1)
overcomplete representation
(1)
synaptic plasticity
(1)
singular value decomposition
(1)
redundancy reduction
(1)
synaptic learning
(1)
slow feature analysis
(1)
biological plausibility
(1)
Papers
Discriminating image representations with principal distortions
ICLR 2025
Comparing noisy neural population dynamics using optimal transport distances
ICLR 2025
Shaping the distribution of neural responses with interneurons in a recurrent circuit model
NIPS 2024
Adaptive Whitening in Neural Populations with Gain-modulating Interneurons
ICML 2023
Adaptive whitening with fast gain modulation and slow synaptic plasticity
NIPS 2023
Interneurons accelerate learning dynamics in recurrent neural networks for statistical adaptation
ICLR 2023
Biological Learning of Irreducible Representations of Commuting Transformations
NIPS 2022
A Biologically Plausible Neural Network for Slow Feature Analysis
NIPS 2020
A simple normative network approximates local non-Hebbian learning in the cortex
NIPS 2020