Brian Patton

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Speech Enhancement

Sequential Monte Carlo

Consistency Constraints

Statistical Distributions

Top Venues

Publications

Thomas Colthurst, Srinivas Vasudevan, James Lottes, Brian Patton
Fast Approximate Determinants Using Rational Functions. CoRR (2024)
Tuan Anh Le, Pavel Sountsov, Matthew D. Hoffman, Ben Lee, Brian Patton, Rif A. Saurous
Robust Inverse Graphics via Probabilistic Inference. CoRR (2024)
Feras Saad, Jacob Burnim, Colin Carroll, Brian Patton, Urs Köster, Rif A. Saurous, Matthew Hoffman
Scalable Spatiotemporal Prediction with Bayesian Neural Fields. CoRR (2024)
Nishad Gothoskar, Matin Ghavami, Eric Li, Aidan Curtis, Michael Noseworthy, Karen Chung, Brian Patton, William T. Freeman, Joshua B. Tenenbaum, Mirko Klukas, Vikash K. Mansinghka
Bayes3D: fast learning and inference in structured generative models of 3D objects and scenes. CoRR (2023)
Feras Saad, Brian Patton, Matthew Douglas Hoffman, Rif A. Saurous, Vikash Mansinghka
Sequential Monte Carlo Learning for Time Series Structure Discovery. ICML (2023)
Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous
Automatically batching control-intensive programs for modern accelerators. MLSys (2020)
Alexey Radul, Brian Patton, Dougal Maclaurin, Matthew D. Hoffman, Rif A. Saurous
Automatically Batching Control-Intensive Programs for Modern Accelerators. CoRR (2019)
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
Universal Sound Separation. WASPAA (2019)
Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous
Differentiable Consistency Constraints for Improved Deep Speech Enhancement. ICASSP (2019)
Ilya Kavalerov, Scott Wisdom, Hakan Erdogan, Brian Patton, Kevin W. Wilson, Jonathan Le Roux, John R. Hershey
Universal Sound Separation. CoRR (2019)
Kevin W. Wilson, Michael Chinen, Jeremy Thorpe, Brian Patton, John R. Hershey, Rif A. Saurous, Jan Skoglund, Richard F. Lyon
Exploring Tradeoffs in Models for Low-latency Speech Enhancement. CoRR (2018)
Kevin W. Wilson, Michael Chinen, Jeremy Thorpe, Brian Patton, John R. Hershey, Rif A. Saurous, Jan Skoglund, Richard F. Lyon
Exploring Tradeoffs in Models for Low-Latency Speech Enhancement. IWAENC (2018)
Scott Wisdom, John R. Hershey, Kevin W. Wilson, Jeremy Thorpe, Michael Chinen, Brian Patton, Rif A. Saurous
Differentiable Consistency Constraints for Improved Deep Speech Enhancement. CoRR (2018)
Joshua V. Dillon, Ian Langmore, Dustin Tran, Eugene Brevdo, Srinivas Vasudevan, Dave Moore, Brian Patton, Alex Alemi, Matthew D. Hoffman, Rif A. Saurous
TensorFlow Distributions. CoRR (2017)
Brian Patton, Yannis Agiomyrgiannakis, Michael Terry, Kevin W. Wilson, Rif A. Saurous, D. Sculley
AutoMOS: Learning a non-intrusive assessor of naturalness-of-speech. CoRR (2016)