Rif A. Saurous
11 papers · 2017–2024 · 4 venues · across top CS/AI venues
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Achievements
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Machine Learning
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Deep Learning
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Optimization & Theory
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(4)
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(4)
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Artificial Intelligence
(2)
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(2)
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markov chain monte carlo
(2)
neural radiance field
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posterior inference
(2)
bayesian nonparametrics
(1)
structure learning
(1)
style transfer
(1)
feature extraction
(1)
embedding learning
(1)
self-supervised learning
(1)
in-context learning
(1)
speech synthesis
(1)
chain-of-thought reasoning
(1)
semantic parsing
(1)
expectation maximization
(1)
posterior sampling
(1)
temporal information
(1)
speaker embedding
(1)
speaker recognition
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uncertainty quantification
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variational inference
(1)
Papers
Robust Inverse Graphics via Probabilistic Inference
ICML 2024
Grammar Prompting for Domain-Specific Language Generation with Large Language Models
NeurIPS 2023
ProbNeRF: Uncertainty-Aware Inference of 3D Shapes from 2D Images
AISTATS 2023
Sequential Monte Carlo Learning for Time Series Structure Discovery
ICML 2023
Training Chain-of-Thought via Latent-Variable Inference
NeurIPS 2023
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking
Interspeech 2019
Emotion Recognition from Human Speech Using Temporal Information and Deep Learning
Interspeech 2018
Fixing a Broken ELBO
ICML 2018
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
Tacotron: Towards End-to-End Speech Synthesis
Interspeech 2017