Publications

A complete list of my research works is available on Google Scholar

  1. SNaP: One-Step Posterior Sampling for Noisy Inverse Problems

    Shirin Shoushtari, Edward P. Chandler, Xiao Shi, Ulugbek S. Kamilov

    Preprint

    arXivProject Page

  2. FIRM: Flow-based Imaging via Regularized Minimization

    Shirin Shoushtari, Edward P. Chandler, Xiao Shi, Ulugbek S. Kamilov

    Preprint

    arXivProject Page

  3. NullFlow: One-Step Generative Reconstruction

    Xiao Shi, Edward P. Chandler, Chicago Y. Park, Shirin Shoushtari, Ulugbek S. Kamilov

    Preprint

    arXivProject Page

  4. EigenScore: OOD Detection using Covariance in Diffusion Models

    Shirin Shoushtari, Yi Wang, Xiao Shi, M. Salman Asif, Ulugbek S. Kamilov

    International Conference on Learning Representations (ICLR) 2026.

    arXiv Project Page