Samuel Gershman
6 papers · 2009–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (4) π Academic Marathon (13)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(17)
π
Trend Setter
Conferences
NIPS (3)
ACL (1)
ICLR (1)
IJCNLP (1)
Top co-authors
Keywords
cognitive modeling
(2)
bayesian inference
(2)
population coding
(1)
markov chain monte carlo
(1)
posterior distribution
(1)
optimal control
(1)
particle filter
(1)
reward modulation
(1)
perceptual multistability
(1)
perceptual inference
(1)
memory modeling
(1)
free recall
(1)
human memory
(1)
variational framework
(1)
sensory receptive fields
(1)
neural representation
(1)
memory retrieval
(1)
probabilistic model
(1)
latent variable model
(1)
graphical model
(1)
Papers
Hybrid Memoised Wake-Sleep: Approximate Inference at the Discrete-Continuous Interface
ICLR 2022
Language-Mediated, Object-Centric Representation Learning
ACL 2021
Language-Mediated, Object-Centric Representation Learning
IJCNLP 2021
The Neural Costs of Optimal Control
NIPS 2010
Perceptual Multistability as Markov Chain Monte Carlo Inference
NIPS 2009
A Bayesian Analysis of Dynamics in Free Recall
NIPS 2009