David Barrett
8 papers · 2012–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (10) π Cross-Pollinator (8)
πΊοΈ
Taxonomy Completionist
(13)
π
Interdisciplinary Bridge
π
Keyword Champion
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
ICLR (3)
ICML (3)
NIPS (2)
Top co-authors
Keywords
neural network
(3)
population coding
(1)
visual reasoning
(1)
relational reasoning
(1)
gradient descent
(1)
predictive coding
(1)
spike-based code
(1)
hebbian plasticity
(1)
population representation
(1)
spike-based representation
(1)
predictive coding scheme
(1)
integrate-and-fire neuron
(1)
spike train
(1)
generative adversarial network
(1)
pretrained model
(1)
two-player game
(1)
abstract reasoning
(1)
backward error analysis
(1)
symbolic ai
(1)
linear decoder
(1)
Papers
Why neural networks find simple solutions: The many regularizers of geometric complexity
NIPS 2022
Discretization Drift in Two-Player Games
ICML 2021
On the Origin of Implicit Regularization in Stochastic Gradient Descent
ICLR 2021
Implicit Gradient Regularization
ICLR 2021
An Explicitly Relational Neural Network Architecture
ICML 2020
Learning to Make Analogies by Contrasting Abstract Relational Structure
ICLR 2019
Measuring abstract reasoning in neural networks
ICML 2018
Learning optimal spike-based representations
NIPS 2012