37 citations · 72 across the 5 of their papers we have counts for
5 papers
torchgfn: A PyTorch GFlowNet library
Joseph D. Viviano, Omar G. Younis, Sanghyeok Choi +3
The growing popularity of generative flow networks (GFlowNets or GFNs) from a range of researchers with diverse backgrounds and areas of expertise necessitates a library that facil…
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models
Enoch Tetteh, Joseph Viviano, Yoshua Bengio +2
Learning models that generalize under different distribution shifts in medical imaging has been a long-standing research challenge. There have been several proposals for efficient…
TorchXRayVision: A library of chest X-ray datasets and models
Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin +8
TorchXRayVision is an open source software library for working with chest X-ray datasets and deep learning models. It provides a common interface and common pre-processing chain fo…
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus
Alexandra Sasha Luccioni, Joseph D. Viviano
Whereas much of the success of the current generation of neural language models has been driven by increasingly large training corpora, relatively little research has been dedicate…
Saliency is a Possible Red Herring When Diagnosing Poor Generalization
Joseph D. Viviano, Becks Simpson, Francis Dutil +2
Poor generalization is one symptom of models that learn to predict target variables using spuriously-correlated image features present only in the training distribution instead of…