publications

Selected publications. Generated by jekyll-scholar.

2024

  1. Action abstractions for amortized sampling
    Oussama Boussif, Léna Néhale Ezzine, Joseph D. Viviano, Michał Koziarski, Moksh Jain, Nikolay Malkin, Emmanuel Bengio, Rim Assouel, and Yoshua Bengio
    arXiv preprint arXiv:2410.15184, 2024

2023

  1. torchgfn: A PyTorch GFlowNet library
    Salem Lahlou, Joseph D. Viviano, Victor Schmidt, and Yoshua Bengio
    arXiv preprint arXiv:2305.14594, 2023

2022

  1. TorchXRayVision: A library of chest X-ray datasets and models
    Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin, Paul Morrison, Parsa Torabian, Matteo Guarrera, Matthew P Lungren, Akshay Chaudhari, Rupert Brooks, Mohammad Hashir, and  others
    In International Conference on Medical Imaging with Deep Learning, 2022

2021

  1. What’s in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus
    Alexandra Sasha Luccioni, and Joseph D. Viviano
    In ACL-IJCNLP, 2021
  2. Saliency is a Possible Red Herring When Diagnosing Poor Generalization
    Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, and Joseph Paul Cohen
    In International Conference on Learning Representations (ICLR), 2021
  3. Problems in the deployment of machine-learned models in health care
    Joseph Paul Cohen, Tianshi Cao, Joseph D. Viviano, Chin-Wei Huang, Michael Fralick, Marzyeh Ghassemi, Muhammad Mamdani, Russell Greiner, and Yoshua Bengio
    Cmaj, 2021
  4. Multi-domain balanced sampling improves out-of-distribution generalization of chest x-ray pathology prediction models
    Enoch Tetteh, Joseph D. Viviano, Yoshua Bengio, David Krueger, and Joseph Paul Cohen
    arXiv preprint arXiv:2112.13734, 2021

2020

  1. Identifying psychosis spectrum youth using support vector machines and cerebral blood perfusion as measured by arterial spin labeled fMRI
    Dawson J Overton, Nikhil Bhagwat, Joseph D. Viviano, Grace R Jacobs, and Aristotle N Voineskos
    NeuroImage: Clinical, 2020

2019

  1. Ciftify: A framework for surface-based analysis of legacy MR acquisitions
    Erin W Dickie, Alan Anticevic, Dawn E Smith, Timothy S Coalson, Mathuvanthi Manogaran, Navona Calarco, Joseph D. Viviano, Matthew F Glasser, David C Van Essen, and Aristotle N Voineskos
    Neuroimage, 2019

2018

  1. Integration of routine QA data into mega-analysis may improve quality and sensitivity of multisite diffusion tensor imaging studies
    Peter Kochunov, Erin W Dickie, Joseph D. Viviano, Jessica Turner, Peter B Kingsley, Neda Jahanshad, Paul M Thompson, Meghann C Ryan, Els Fieremans, Dmitry Novikov, and  others
    Human Brain Mapping, 2018
  2. Resting-state connectivity biomarkers of cognitive performance and social function in individuals with schizophrenia spectrum disorder and healthy control subjects
    Joseph D. Viviano, Robert W Buchanan, Navona Calarco, James M Gold, George Foussias, Nikhil Bhagwat, Laura Stefanik, Colin Hawco, Pamela DeRosse, Miklos Argyelan, and  others
    Biological Psychiatry, 2018
  3. Modeling and prediction of clinical symptom trajectories in Alzheimer’s disease using longitudinal data
    Nikhil Bhagwat, Joseph D. Viviano, Aristotle N Voineskos, M Mallar Chakravarty, Alzheimer’s Disease Neuroimaging Initiative, and  others
    PLoS computational biology, 2018

2016

  1. Attenuated anticorrelation between the default and dorsal attention networks with aging: evidence from task and rest
    R Nathan Spreng, W Dale Stevens, Joseph D. Viviano, and Daniel L Schacter
    Neurobiology of aging, 2016

2015

  1. Interhemispheric interactions of the human thalamic reticular nucleus
    Joseph D. Viviano, and Keith A Schneider
    Journal of Neuroscience, 2015
  2. Population receptive field estimation reveals new retinotopic maps in human subcortex
    Kevin DeSimone, Joseph D. Viviano, and Keith A Schneider
    Journal of Neuroscience, 2015