Rif A. Saurous
11 papers · 2017–2024 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (23) π§ Keyword Pioneer π£ Hot Topic Early Bird π Interdisciplinary Bridge π Conference Polyglot (4)
π
Academic Marathon
(7)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(7)
π
Century Club
(11)
Conferences
ICML (5)
INTERSPEECH (3)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
markov chain monte carlo
(2)
bayesian nonparametrics
(1)
speaker embedding
(1)
feature extraction
(1)
structure learning
(1)
style transfer
(1)
uncertainty quantification
(1)
embedding learning
(1)
self-supervised learning
(1)
speech synthesis
(1)
chain-of-thought reasoning
(1)
expectation maximization
(1)
temporal information
(1)
posterior sampling
(1)
variational inference
(1)
speaker recognition
(1)
3d reconstruction
(1)
gaussian process
(1)
time series
(1)
representation learning
(1)
Papers
Robust Inverse Graphics via Probabilistic Inference
ICML 2024
Sequential Monte Carlo Learning for Time Series Structure Discovery
ICML 2023
Training Chain-of-Thought via Latent-Variable Inference
NIPS 2023
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images
AISTATS 2023
Grammar Prompting for Domain-Specific Language Generation with Large Language Models
NIPS 2023
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking
INTERSPEECH 2019
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis
ICML 2018
Towards End-to-End Prosody Transfer for Expressive Speech Synthesis with Tacotron
ICML 2018
Emotion Recognition from Human Speech Using Temporal Information and Deep Learning
INTERSPEECH 2018
Fixing a Broken ELBO
ICML 2018
Tacotron: Towards End-to-End Speech Synthesis
INTERSPEECH 2017