Cohen, Joseph Paul

8 publications

TMLR 2025 Identifying Spurious Correlations Using Counterfactual Alignment Joseph Paul Cohen, Louis Blankemeier, Akshay S Chaudhari

MIDL 2023 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, Hadrien Bertrand

ICLR 2021 Saliency Is a Possible Red Herring When Diagnosing Poor Generalization Joseph D Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen

ICML 2021 Simultaneous Similarity-Based Self-Distillation for Deep Metric Learning Karsten Roth, Timo Milbich, Bjorn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi

ECCV 2020 DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen

ICML 2020 Revisiting Training Strategies and Generalization Performance in Deep Metric Learning Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Bjorn Ommer, Joseph Paul Cohen

ICCVW 2017 Count-Ception: Counting by Fully Convolutional Redundant Counting Joseph Paul Cohen, Geneviève Boucher, Craig A. Glastonbury, Henry Z. Lo, Yoshua Bengio

NeurIPS 2017 GibbsNet: Iterative Adversarial Inference for Deep Graphical Models Alex M Lamb, Devon Hjelm, Yaroslav Ganin, Joseph Paul Cohen, Aaron C. Courville, Yoshua Bengio