Jakub Swiatkowski
4 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
🐣
Hot Topic Early Bird
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Taxonomy Completionist
(11)
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The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(3)
Artificial Intelligence
(2)
Speech & Audio
(2)
Analysis
(2)
Bayesian & Probabilistic · Artificial Intelligence
(2)
Models
(2)
Synthesis
(2)
Machine Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
machine dubbing
(2)
stochastic gradient
(1)
stochastic gradient descent
(1)
variational inference
(1)
uncertainty quantification
(1)
speech synthesis
(1)
markov chain monte carlo
(1)
posterior distribution
(1)
noise modeling
(1)
mean field
(1)
mean-field approximation
(1)
posterior predictive
(1)
bayesian neural network
(1)
bayesian deep learning
(1)
low-rank factorization
(1)
speech generation
(1)
prosody transfer
(1)
expressive speech synthesis
(1)
expressive speech
(1)
cross-lingual prosody
(1)
Papers
Cross-lingual Prosody Transfer for Expressive Machine Dubbing
Interspeech 2023
Expressive Machine Dubbing Through Phrase-level Cross-lingual Prosody Transfer
Interspeech 2023
How Good is the Bayes Posterior in Deep Neural Networks Really?
ICML 2020
The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks
ICML 2020