Xaq Pitkow
7 papers · 2018–2022 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird
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Conference Polyglot
(5)
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Cross-Pollinator
(15)
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Trend Setter
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Conference Pioneer
Conferences
ICLR (2)
NIPS (2)
ICML (1)
INTERSPEECH (1)
UAI (1)
Top co-authors
Keywords
bayesian inference
(2)
active learning
(1)
learning theory
(1)
approximate inference
(1)
variational inference
(1)
selective attention
(1)
optimal control
(1)
message passing
(1)
efficient coding
(1)
probability distribution
(1)
stochastic process
(1)
partial observability
(1)
predictive coding
(1)
associative memory
(1)
phase transition
(1)
hopfield network
(1)
transformer network
(1)
linear dynamical system
(1)
speaker extraction
(1)
voice characteristic
(1)
Papers
Phase transitions in when feedback is useful
NIPS 2022
Interpolating between sampling and variational inference with infinite stochastic mixtures
UAI 2022
AvaTr: One-Shot Speaker Extraction with Transformers
INTERSPEECH 2021
Improved memory in recurrent neural networks with sequential non-normal dynamics
ICLR 2020
Inverse Rational Control with Partially Observable Continuous Nonlinear Dynamics
NIPS 2020
Reviving and Improving Recurrent Back-Propagation
ICML 2018
Skip Connections Eliminate Singularities
ICLR 2018