Matthew Le

27 papers A* 11A 3B 1C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 A conf
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation.
INTERSPEECH
Mu Yang, Bowen Shi, Matthew Le, Wei-Ning Hsu, Andros Tjandra
2025 A* conf
FlowDec: A flow-based full-band general audio codec with high perceptual quality.
ICLR
Simon Welker, Matthew Le, Ricky T. Q. Chen, Wei-Ning Hsu, Timo Gerkmann, Alexander Richard, Yi-Chiao Wu
2025 J jnl
FlowDec: A flow-based full-band general audio codec with high perceptual quality.
CoRR
Simon Welker, Matthew Le, Ricky T. Q. Chen, Wei-Ning Hsu, Timo Gerkmann, Alexander Richard, Yi-Chiao Wu
2024 J jnl
Audiobox TTA-RAG: Improving Zero-Shot and Few-Shot Text-To-Audio with Retrieval-Augmented Generation.
CoRR
Mu Yang, Bowen Shi, Matthew Le, Wei-Ning Hsu, Andros Tjandra
2024 A* conf
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models.
ICML
Neta Shaul, Uriel Singer, Ricky T. Q. Chen, Matthew Le, Ali K. Thabet, Albert Pumarola, Yaron Lipman
2024 J jnl
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models.
CoRR
Neta Shaul, Uriel Singer, Ricky T. Q. Chen, Matthew Le, Ali K. Thabet, Albert Pumarola, Yaron Lipman
2024 A* conf
Generative Pre-training for Speech with Flow Matching.
ICLR
Alexander H. Liu, Matthew Le, Apoorv Vyas, Bowen Shi, Andros Tjandra, Wei-Ning Hsu
2024 A* conf
MusicFlow: Cascaded Flow Matching for Text Guided Music Generation.
ICML
K. R. Prajwal, Bowen Shi, Matthew Le, Apoorv Vyas, Andros Tjandra, Mahi Luthra, Baishan Guo, Huiyu Wang, Triantafyllos Afouras, David Kant, Wei-Ning Hsu
2024 J jnl
MusicFlow: Cascaded Flow Matching for Text Guided Music Generation.
CoRR
K. R. Prajwal, Bowen Shi, Matthew Le, Apoorv Vyas, Andros Tjandra, Mahi Luthra, Baishan Guo, Huiyu Wang, Triantafyllos Afouras, David Kant, Wei-Ning Hsu
2023 J jnl
Audiobox: Unified Audio Generation with Natural Language Prompts.
CoRR
Apoorv Vyas, Bowen Shi, Matthew Le, Andros Tjandra, Yi-Chiao Wu, Baishan Guo, Jiemin Zhang, Xinyue Zhang, Robert Adkins, William Ngan, Jeff Wang, Ivan Cruz, Bapi Akula, Akinniyi Akinyemi, Brian Ellis, Rashel Moritz, Yael Yungster, Alice Rakotoarison, Liang Tan, Chris Summers, Carleigh Wood, Joshua Lane, Mary Williamson, Wei-Ning Hsu
2023 A* conf
Flow Matching for Generative Modeling.
ICLR
Yaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, Maximilian Nickel, Matthew Le
2023 A* conf
On Kinetic Optimal Probability Paths for Generative Models.
ICML
Neta Shaul, Ricky T. Q. Chen, Maximilian Nickel, Matthew Le, Yaron Lipman
2023 A* conf
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale.
NeurIPS
Matthew Le, Apoorv Vyas, Bowen Shi, Brian Karrer, Leda Sari, Rashel Moritz, Mary Williamson, Vimal Manohar, Yossi Adi, Jay Mahadeokar, Wei-Ning Hsu
2023 J jnl
Voicebox: Text-Guided Multilingual Universal Speech Generation at Scale.
CoRR
Matthew Le, Apoorv Vyas, Bowen Shi, Brian Karrer, Leda Sari, Rashel Moritz, Mary Williamson, Vimal Manohar, Yossi Adi, Jay Mahadeokar, Wei-Ning Hsu
2022 J jnl
Latent Discretization for Continuous-time Sequence Compression.
CoRR
Ricky T. Q. Chen, Matthew Le, Matthew J. Muckley, Maximilian Nickel, Karen Ullrich
2021 A* conf
Modeling Sparse Information Diffusion at Scale via Lazy Multivariate Hawkes Processes.
WWW
Maximilian Nickel, Matthew Le
2020 J jnl
Learning Multivariate Hawkes Processes at Scale.
CoRR
Maximilian Nickel, Matthew Le
2019 — conf
Revisiting the Evaluation of Theory of Mind through Question Answering.
EMNLP/IJCNLP (1)
Matthew Le, Y-Lan Boureau, Maximilian Nickel
2019 J jnl
Satellite images and machine learning can identify remote communities to facilitate access to health services.
J. Am. Medical Informatics Assoc.
Emilie Bruzelius, Matthew Le, Avi Kenny, Jordan Downey, Matteo Danieletto, Aaron Baum, Patrick Doupe, Bruno Silva, Philip J. Landrigan, Prabhjot Singh
2016 C conf
Revisiting software transactional memory in Haskell.
Haskell
Matthew Le, Ryan Yates, Matthew Fluet
2015 A conf
Partial aborts for transactions via first-class continuations.
ICFP
Matthew Le, Matthew Fluet
2014 B conf
A Compiler Extension for Parallel Matrix Programming.
ICPP
Kevin Williams, Matthew Le, Ted Kaminski, Eric Van Wyk
2014 — conf
Combining Shared State with Speculative Parallelism in a Functional Language.
IFL
Matthew Le, Matthew Fluet
2014 A conf
Practical and effective higher-order optimizations.
ICFP
Lars Bergstrom, Matthew Fluet, Matthew Le, John H. Reppy, Nora Sandler
2014 A* conf
Spatio-Temporal Consistency as a Means to Identify Unlabeled Objects in a Continuous Data Field.
AAAI
James H. Faghmous, Hung Nguyen, Matthew Le, Vipin Kumar
2013 A* conf
A Parameter-Free Spatio-Temporal Pattern Mining Model to Catalog Global Ocean Dynamics.
ICDM
James H. Faghmous, Matthew Le, Muhammed Uluyol, Vipin Kumar, Snigdhansu Chatterjee
2013 A* conf
Multiple Hypothesis Object Tracking For Unsupervised Self-Learning: An Ocean Eddy Tracking Application.
AAAI
James H. Faghmous, Muhammed Uluyol, Luke Styles, Matthew Le, Varun Mithal, Shyam Boriah, Vipin Kumar