publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2026

  1. arXiv
    NullFlow: One-Step Generative Reconstruction
    X. Shi*, Edward P. Chandler*, C. Y. Park, and 2 more authors
    2026
    arXiv Website
  2. arXiv
    Stochastic Generative Plug-and-Play Priors
    C. Y. Park, Edward P. Chandler, Y. Hu, and 4 more authors
    2026
    arXiv Website
  3. ICASSP
    Moments Matter: Posterior Recovery in Poisson Denoising via Log-Networks
    S. Shoushtari, Edward P. Chandler, and U. S. Kamilov
    In Proc. IEEE Int. Conf. Acoustics, Speech and Signal Processing (ICASSP), 2026
    arXiv HTML
  4. ReproSci
    Predicting Stillbirth Risk Factors with Ultrasound Texture Analysis and Doppler Imaging of the Placenta
    A. Scott, E. Louwagie, Edward P. Chandler, and 7 more authors
    Reproductive Sciences, 2026

2025

  1. arXiv
    Unsupervised Detection of Distribution Shift in Inverse Problems using Diffusion Models
    S. Shoushtari, Edward P. Chandler, Y. Wang, and 2 more authors
    2025
    arXiv
  2. arXiv
    Analysis Plug-and-Play Methods for Imaging Inverse Problems
    Edward P. Chandler, S. Shoushtari, B. Wohlberg, and 1 more author
    2025
    arXiv
  3. TCI
    Closed-Form Approximation of the Total Variation Proximal Operator
    Edward P. Chandler, S. Shoushtari, B. Wohlberg, and 1 more author
    IEEE Transactions on Computational Imaging (TCI), 2025
    arXiv HTML
  4. NatureComm
    Computational field-resolved coherent chemical imaging
    S. Zhao, L. Chibani, Edward P. Chandler, and 5 more authors
    Nature Communications, 2025
    HTML
  5. CAMSAP
    Distribution Shift Estimation in Imaging Inverse Problems
    W. Wang*, S. Shoushtari*, Edward P. Chandler, and 2 more authors
    In Proc. IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2025
    HTML

2024

  1. ICML
    Prior Mismatch and Adaptation in PnP-ADMM with a Nonconvex Convergence Analysis
    S. Shoushtari, J. Liu, Edward P. Chandler, and 2 more authors
    In Proc. Int. Conf. Machine Learning (ICML), 2024
    arXiv HTML Website

2023

  1. CAMSAP
    Overcoming Distribution Shifts in Plug-and-Play Methods with Test-Time Training
    Edward P. Chandler, S. Shoushtari, J. Liu, and 2 more authors
    In IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), 2023
    arXiv HTML