publications

Publications in reversed chronological order.

2021

  1. Dissertation
    Leveraging generative models for music and signal processing
    Thickstun, John
    University of Washington 2021
  2. Neurips
    MAUVE: measuring the gap between neural text and human text using divergence frontiers
    Pillutla, Krishna, Swayamdipta, Swabha, Zellers, Rowan, Thickstun, John, Welleck, Sean, Choi, Yejin, and Harchaoui, Zaid
    In Advances in Neural Information Processing Systems 2021
  3. ICML
    Parallel and flexible sampling from autoregressive models via langevin dynamics
    Jayaram, Vivek, and Thickstun, John
    In International Conference on Machine Learning 2021
  4. L4DC
    Faster policy learning with continuous-time gradients
    Ainsworth, Samuel K., Lowrey, Kendall, Thickstun, John, Harchaoui, Zaid, and Srinivasa, Siddhartha S.
    In Learning for Dynamics and Control 2021

2020

  1. ArXiv
    Rethinking evaluation methodology for audio-to-score alignment
    Thickstun, John, Brennan, Jennifer, and Verma, Harsh
    2020
  2. EMNLP
    An information bottleneck approach for controlling conciseness in rationale extraction
    Paranjape, Bhargavi, Joshi, Mandar, Thickstun, John, Hajishirzi, Hannaneh, and Zettlemoyer, Luke
    In Conference on Empirical Methods in Natural Language Processing 2020
  3. ICML
    Source separation with deep generative priors
    Jayaram, Vivek, and Thickstun, John
    In International Conference on Machine Learning 2020

2019

  1. ISMIR
    Convolutional composer classification
    Verma, Harsh, and Thickstun, John
    In International Society for Music Information Retrieval 2019
  2. ISMIR
    Coupled recurrent models for polyphonic music composition
    Thickstun, John, Harchaoui, Zaid, Foster, Dean P, and Kakade, Sham M
    In International Society for Music Information Retrieval 2019

2018

  1. ICASSP
    Invariances and data augmentation for supervised music transcription
    Thickstun, John, Harchaoui, Zaid, Foster, Dean P, and Kakade, Sham M
    In International Conference on Acoustics, Speech and Signal Processing 2018

2017

  1. ICLR
    Learning features of music from scratch
    Thickstun, John, Harchaoui, Zaid, and Kakade, Sham M
    In International Conference on Learning Representations 2017