BibTeX records: Joseph Paul Cohen

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@article{DBLP:journals/corr/abs-2401-12208,
  author       = {Zhihong Chen and
                  Maya Varma and
                  Jean{-}Benoit Delbrouck and
                  Magdalini Paschali and
                  Louis Blankemeier and
                  Dave Van Veen and
                  Jeya Maria Jose Valanarasu and
                  Alaa Youssef and
                  Joseph Paul Cohen and
                  Eduardo Pontes Reis and
                  Emily Bao Tsai and
                  Andrew Johnston and
                  Cameron Olsen and
                  Tanishq Mathew Abraham and
                  Sergios Gatidis and
                  Akshay S. Chaudhari and
                  Curtis P. Langlotz},
  title        = {CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation},
  journal      = {CoRR},
  volume       = {abs/2401.12208},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2401.12208},
  doi          = {10.48550/ARXIV.2401.12208},
  eprinttype    = {arXiv},
  eprint       = {2401.12208},
  timestamp    = {Mon, 05 Feb 2024 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2401-12208.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/MerkowSLCSBYKBTL23,
  author       = {Jameson Merkow and
                  Arjun Soin and
                  Jin Long and
                  Joseph Paul Cohen and
                  Smitha Saligrama and
                  Christopher P. Bridge and
                  Xiyu Yang and
                  Stephen Kaiser and
                  Steven Borg and
                  Ivan Tarapov and
                  Matthew P. Lungren},
  editor       = {Hayit Greenspan and
                  Anant Madabhushi and
                  Parvin Mousavi and
                  Septimiu Salcudean and
                  James Duncan and
                  Tanveer F. Syeda{-}Mahmood and
                  Russell H. Taylor},
  title        = {CheXstray: {A} Real-Time Multi-Modal Monitoring Workflow for Medical
                  Imaging {AI}},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2023 - 26th International Conference, Vancouver, BC, Canada, October
                  8-12, 2023, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {14222},
  pages        = {326--336},
  publisher    = {Springer},
  year         = {2023},
  url          = {https://doi.org/10.1007/978-3-031-43898-1\_32},
  doi          = {10.1007/978-3-031-43898-1\_32},
  timestamp    = {Thu, 05 Oct 2023 18:00:36 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/MerkowSLCSBYKBTL23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-00487,
  author       = {Joseph Paul Cohen and
                  Rupert Brooks and
                  Sovann En and
                  Evan Zucker and
                  Anuj Pareek and
                  Matthew P. Lungren and
                  Akshay Chaudhari},
  title        = {The Effect of Counterfactuals on Reading Chest X-rays},
  journal      = {CoRR},
  volume       = {abs/2304.00487},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2304.00487},
  doi          = {10.48550/ARXIV.2304.00487},
  eprinttype    = {arXiv},
  eprint       = {2304.00487},
  timestamp    = {Wed, 19 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2304-00487.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-02186,
  author       = {Joseph Paul Cohen and
                  Louis Blankemeier and
                  Akshay Chaudhari},
  title        = {Identifying Spurious Correlations using Counterfactual Alignment},
  journal      = {CoRR},
  volume       = {abs/2312.02186},
  year         = {2023},
  url          = {https://doi.org/10.48550/arXiv.2312.02186},
  doi          = {10.48550/ARXIV.2312.02186},
  eprinttype    = {arXiv},
  eprint       = {2312.02186},
  timestamp    = {Tue, 12 Dec 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2312-02186.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/GotliebASSSTOWG22,
  author       = {Neta Gotlieb and
                  Amirhossein Azhie and
                  Divya Sharma and
                  Ashley Spann and
                  Nan{-}Ji Suo and
                  Jason Tran and
                  Ani Orchanian{-}Cheff and
                  Bo Wang and
                  Anna Goldenberg and
                  Michael Chass{\'{e}} and
                  H{\'{e}}lo{\"{\i}}se Cardinal and
                  Joseph Paul Cohen and
                  Andrea Lodi and
                  Melanie Dieude and
                  Mamatha Bhat},
  title        = {The promise of machine learning applications in solid organ transplantation},
  journal      = {npj Digit. Medicine},
  volume       = {5},
  year         = {2022},
  url          = {https://doi.org/10.1038/s41746-022-00637-2},
  doi          = {10.1038/S41746-022-00637-2},
  timestamp    = {Sat, 27 May 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/npjdm/GotliebASSSTOWG22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CohenVBMTGLCBHB22,
  author       = {Joseph Paul Cohen and
                  Joseph D. Viviano and
                  Paul Bertin and
                  Paul Morrison and
                  Parsa Torabian and
                  Matteo Guarrera and
                  Matthew P. Lungren and
                  Akshay Chaudhari and
                  Rupert Brooks and
                  Mohammad Hashir and
                  Hadrien Bertrand},
  editor       = {Ender Konukoglu and
                  Bjoern H. Menze and
                  Archana Venkataraman and
                  Christian F. Baumgartner and
                  Qi Dou and
                  Shadi Albarqouni},
  title        = {TorchXRayVision: {A} library of chest X-ray datasets and models},
  booktitle    = {International Conference on Medical Imaging with Deep Learning, {MIDL}
                  2022, 6-8 July 2022, Zurich, Switzerland},
  series       = {Proceedings of Machine Learning Research},
  volume       = {172},
  pages        = {231--249},
  publisher    = {{PMLR}},
  year         = {2022},
  url          = {https://proceedings.mlr.press/v172/cohen22a.html},
  timestamp    = {Fri, 17 Feb 2023 16:29:10 +0100},
  biburl       = {https://dblp.org/rec/conf/midl/CohenVBMTGLCBHB22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-02833,
  author       = {Arjun Soin and
                  Jameson Merkow and
                  Jin Long and
                  Joseph Paul Cohen and
                  Smitha Saligrama and
                  Stephen Kaiser and
                  Steven Borg and
                  Ivan Tarapov and
                  Matthew P. Lungren},
  title        = {CheXstray: Real-time Multi-Modal Data Concordance for Drift Detection
                  in Medical Imaging {AI}},
  journal      = {CoRR},
  volume       = {abs/2202.02833},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.02833},
  eprinttype    = {arXiv},
  eprint       = {2202.02833},
  timestamp    = {Thu, 10 Feb 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-02833.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14830,
  author       = {Reza Azad and
                  Ehsan Khodapanah Aghdam and
                  Amelie Rauland and
                  Yiwei Jia and
                  Atlas Haddadi Avval and
                  Afshin Bozorgpour and
                  Sanaz Karimijafarbigloo and
                  Joseph Paul Cohen and
                  Ehsan Adeli and
                  Dorit Merhof},
  title        = {Medical Image Segmentation Review: The success of U-Net},
  journal      = {CoRR},
  volume       = {abs/2211.14830},
  year         = {2022},
  url          = {https://doi.org/10.48550/arXiv.2211.14830},
  doi          = {10.48550/ARXIV.2211.14830},
  eprinttype    = {arXiv},
  eprint       = {2211.14830},
  timestamp    = {Wed, 30 Nov 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2211-14830.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/air/TaghanakiACCH21,
  author       = {Saeid Asgari Taghanaki and
                  Kumar Abhishek and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad and
                  Ghassan Hamarneh},
  title        = {Deep semantic segmentation of natural and medical images: a review},
  journal      = {Artif. Intell. Rev.},
  volume       = {54},
  number       = {1},
  pages        = {137--178},
  year         = {2021},
  url          = {https://doi.org/10.1007/s10462-020-09854-1},
  doi          = {10.1007/S10462-020-09854-1},
  timestamp    = {Mon, 28 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/air/TaghanakiACCH21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jossw/GrosLVRBBCC21,
  author       = {Charley Gros and
                  Andr{\'{e}}anne Lemay and
                  Olivier Vincent and
                  Lucas Rouhier and
                  Marie{-}Helene Bourget and
                  Anthime Bucquet and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad},
  title        = {ivadomed: {A} Medical Imaging Deep Learning Toolbox},
  journal      = {J. Open Source Softw.},
  volume       = {6},
  number       = {58},
  pages        = {2868},
  year         = {2021},
  url          = {https://doi.org/10.21105/joss.02868},
  doi          = {10.21105/JOSS.02868},
  timestamp    = {Fri, 04 Aug 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/jossw/GrosLVRBBCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VivianoSDBC21,
  author       = {Joseph D. Viviano and
                  Becks Simpson and
                  Francis Dutil and
                  Yoshua Bengio and
                  Joseph Paul Cohen},
  title        = {Saliency is a Possible Red Herring When Diagnosing Poor Generalization},
  booktitle    = {9th International Conference on Learning Representations, {ICLR} 2021,
                  Virtual Event, Austria, May 3-7, 2021},
  publisher    = {OpenReview.net},
  year         = {2021},
  url          = {https://openreview.net/forum?id=c9-WeM-ceB},
  timestamp    = {Wed, 23 Jun 2021 17:36:39 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/VivianoSDBC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothMOCG21,
  author       = {Karsten Roth and
                  Timo Milbich and
                  Bj{\"{o}}rn Ommer and
                  Joseph Paul Cohen and
                  Marzyeh Ghassemi},
  editor       = {Marina Meila and
                  Tong Zhang},
  title        = {Simultaneous Similarity-based Self-Distillation for Deep Metric Learning},
  booktitle    = {Proceedings of the 38th International Conference on Machine Learning,
                  {ICML} 2021, 18-24 July 2021, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {139},
  pages        = {9095--9106},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {http://proceedings.mlr.press/v139/roth21a.html},
  timestamp    = {Wed, 25 Aug 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/icml/RothMOCG21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CohenBEZPLC21,
  author       = {Joseph Paul Cohen and
                  Rupert Brooks and
                  Sovann En and
                  Evan Zucker and
                  Anuj Pareek and
                  Matthew P. Lungren and
                  Akshay Chaudhari},
  editor       = {Mattias P. Heinrich and
                  Qi Dou and
                  Marleen de Bruijne and
                  Jan Lellmann and
                  Alexander Schlaefer and
                  Floris Ernst},
  title        = {Gifsplanation via Latent Shift: {A} Simple Autoencoder Approach to
                  Counterfactual Generation for Chest X-rays},
  booktitle    = {Medical Imaging with Deep Learning, 7-9 July 2021, L{\"{u}}beck,
                  Germany},
  series       = {Proceedings of Machine Learning Research},
  volume       = {143},
  pages        = {74--104},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v143/cohen21a.html},
  timestamp    = {Tue, 13 Dec 2022 14:39:07 +0100},
  biburl       = {https://dblp.org/rec/conf/midl/CohenBEZPLC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/LemayGVLCC21,
  author       = {Andr{\'{e}}anne Lemay and
                  Charley Gros and
                  Olivier Vincent and
                  Yaou Liu and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad},
  editor       = {Mattias P. Heinrich and
                  Qi Dou and
                  Marleen de Bruijne and
                  Jan Lellmann and
                  Alexander Schlaefer and
                  Floris Ernst},
  title        = {Benefits of Linear Conditioning for Segmentation using Metadata},
  booktitle    = {Medical Imaging with Deep Learning, 7-9 July 2021, L{\"{u}}beck,
                  Germany},
  series       = {Proceedings of Machine Learning Research},
  volume       = {143},
  pages        = {416--430},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v143/lemay21a.html},
  timestamp    = {Mon, 25 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/midl/LemayGVLCC21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/spaca/SylvainLCC0B21,
  author       = {Tristan Sylvain and
                  Margaux Luck and
                  Joseph Paul Cohen and
                  H{\'{e}}lo{\"{\i}}se Cardinal and
                  Andrea Lodi and
                  Yoshua Bengio},
  editor       = {Russell Greiner and
                  Neeraj Kumar and
                  Thomas Alexander Gerds and
                  Mihaela van der Schaar},
  title        = {Exploring the Wasserstein metric for time-to-event analysis},
  booktitle    = {Proceedings of {AAAI} Symposium on Survival Prediction - Algorithms,
                  Challenges and Applications, {SPACA} 2021, Stanford University, Palo
                  Alto, CA, USA, March 22-24, 2021},
  series       = {Proceedings of Machine Learning Research},
  volume       = {146},
  pages        = {194--206},
  publisher    = {{PMLR}},
  year         = {2021},
  url          = {https://proceedings.mlr.press/v146/sylvain21a.html},
  timestamp    = {Fri, 15 Jul 2022 14:51:04 +0200},
  biburl       = {https://dblp.org/rec/conf/spaca/SylvainLCC0B21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09475,
  author       = {Joseph Paul Cohen and
                  Rupert Brooks and
                  Sovann En and
                  Evan Zucker and
                  Anuj Pareek and
                  Matthew P. Lungren and
                  Akshay Chaudhari},
  title        = {Gifsplanation via Latent Shift: {A} Simple Autoencoder Approach to
                  Progressive Exaggeration on Chest X-rays},
  journal      = {CoRR},
  volume       = {abs/2102.09475},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.09475},
  eprinttype    = {arXiv},
  eprint       = {2102.09475},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-09475.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-09582,
  author       = {Andr{\'{e}}anne Lemay and
                  Charley Gros and
                  Olivier Vincent and
                  Yaou Liu and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad},
  title        = {Benefits of Linear Conditioning for Segmentation using Metadata},
  journal      = {CoRR},
  volume       = {abs/2102.09582},
  year         = {2021},
  url          = {https://arxiv.org/abs/2102.09582},
  eprinttype    = {arXiv},
  eprint       = {2102.09582},
  timestamp    = {Wed, 24 Feb 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2102-09582.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-00595,
  author       = {Joseph Paul Cohen and
                  Joseph D. Viviano and
                  Paul Bertin and
                  Paul Morrison and
                  Parsa Torabian and
                  Matteo Guarrera and
                  Matthew P. Lungren and
                  Akshay Chaudhari and
                  Rupert Brooks and
                  Mohammad Hashir and
                  Hadrien Bertrand},
  title        = {TorchXRayVision: {A} library of chest X-ray datasets and models},
  journal      = {CoRR},
  volume       = {abs/2111.00595},
  year         = {2021},
  url          = {https://arxiv.org/abs/2111.00595},
  eprinttype    = {arXiv},
  eprint       = {2111.00595},
  timestamp    = {Fri, 05 Nov 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2111-00595.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-13734,
  author       = {Enoch Tetteh and
                  Joseph D. Viviano and
                  Yoshua Bengio and
                  David Krueger and
                  Joseph Paul Cohen},
  title        = {Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization
                  of Chest X-ray Pathology Prediction Models},
  journal      = {CoRR},
  volume       = {abs/2112.13734},
  year         = {2021},
  url          = {https://arxiv.org/abs/2112.13734},
  eprinttype    = {arXiv},
  eprint       = {2112.13734},
  timestamp    = {Tue, 04 Jan 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2112-13734.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/TrofimovCBPL20,
  author       = {Assya Trofimov and
                  Joseph Paul Cohen and
                  Yoshua Bengio and
                  Claude Perreault and
                  S{\'{e}}bastien Lemieux},
  title        = {Factorized embeddings learns rich and biologically meaningful embedding
                  spaces using factorized tensor decomposition},
  journal      = {Bioinform.},
  volume       = {36},
  number       = {Supplement-1},
  pages        = {i417--i426},
  year         = {2020},
  url          = {https://doi.org/10.1093/bioinformatics/btaa488},
  doi          = {10.1093/BIOINFORMATICS/BTAA488},
  timestamp    = {Fri, 25 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/bioinformatics/TrofimovCBPL20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eccv/MilbichRBSBOC20,
  author       = {Timo Milbich and
                  Karsten Roth and
                  Homanga Bharadhwaj and
                  Samarth Sinha and
                  Yoshua Bengio and
                  Bj{\"{o}}rn Ommer and
                  Joseph Paul Cohen},
  editor       = {Andrea Vedaldi and
                  Horst Bischof and
                  Thomas Brox and
                  Jan{-}Michael Frahm},
  title        = {DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning},
  booktitle    = {Computer Vision - {ECCV} 2020 - 16th European Conference, Glasgow,
                  UK, August 23-28, 2020, Proceedings, Part {VIII}},
  series       = {Lecture Notes in Computer Science},
  volume       = {12353},
  pages        = {590--607},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-58598-3\_35},
  doi          = {10.1007/978-3-030-58598-3\_35},
  timestamp    = {Tue, 10 Nov 2020 13:42:59 +0100},
  biburl       = {https://dblp.org/rec/conf/eccv/MilbichRBSBOC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RothMSGOC20,
  author       = {Karsten Roth and
                  Timo Milbich and
                  Samarth Sinha and
                  Prateek Gupta and
                  Bj{\"{o}}rn Ommer and
                  Joseph Paul Cohen},
  title        = {Revisiting Training Strategies and Generalization Performance in Deep
                  Metric Learning},
  booktitle    = {Proceedings of the 37th International Conference on Machine Learning,
                  {ICML} 2020, 13-18 July 2020, Virtual Event},
  series       = {Proceedings of Machine Learning Research},
  volume       = {119},
  pages        = {8242--8252},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v119/roth20a.html},
  timestamp    = {Tue, 15 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icml/RothMSGOC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZunairRMC20,
  author       = {Hasib Zunair and
                  Aimon Rahman and
                  Nabeel Mohammed and
                  Joseph Paul Cohen},
  editor       = {Islem Rekik and
                  Ehsan Adeli and
                  Sang Hyun Park and
                  Maria del C. Vald{\'{e}}s Hern{\'{a}}ndez},
  title        = {Uniformizing Techniques to Process {CT} Scans with 3D CNNs for Tuberculosis
                  Prediction},
  booktitle    = {Predictive Intelligence in Medicine - Third International Workshop,
                  {PRIME} 2020, Held in Conjunction with {MICCAI} 2020, Lima, Peru,
                  October 8, 2020, Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {12329},
  pages        = {156--168},
  publisher    = {Springer},
  year         = {2020},
  url          = {https://doi.org/10.1007/978-3-030-59354-4\_15},
  doi          = {10.1007/978-3-030-59354-4\_15},
  timestamp    = {Mon, 13 Jun 2022 18:49:48 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/ZunairRMC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/CohenHBB20,
  author       = {Joseph Paul Cohen and
                  Mohammad Hashir and
                  Rupert Brooks and
                  Hadrien Bertrand},
  editor       = {Tal Arbel and
                  Ismail Ben Ayed and
                  Marleen de Bruijne and
                  Maxime Descoteaux and
                  Herv{\'{e}} Lombaert and
                  Christopher Pal},
  title        = {On the limits of cross-domain generalization in automated X-ray prediction},
  booktitle    = {International Conference on Medical Imaging with Deep Learning, {MIDL}
                  2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {121},
  pages        = {136--155},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v121/cohen20a.html},
  timestamp    = {Fri, 27 Nov 2020 12:58:38 +0100},
  biburl       = {https://dblp.org/rec/conf/midl/CohenHBB20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/midl/HashirBC20,
  author       = {Mohammad Hashir and
                  Hadrien Bertrand and
                  Joseph Paul Cohen},
  editor       = {Tal Arbel and
                  Ismail Ben Ayed and
                  Marleen de Bruijne and
                  Maxime Descoteaux and
                  Herv{\'{e}} Lombaert and
                  Christopher Pal},
  title        = {Quantifying the Value of Lateral Views in Deep Learning for Chest
                  X-rays},
  booktitle    = {International Conference on Medical Imaging with Deep Learning, {MIDL}
                  2020, 6-8 July 2020, Montr{\'{e}}al, QC, Canada},
  series       = {Proceedings of Machine Learning Research},
  volume       = {121},
  pages        = {288--303},
  publisher    = {{PMLR}},
  year         = {2020},
  url          = {http://proceedings.mlr.press/v121/hashir20a.html},
  timestamp    = {Fri, 27 Nov 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/midl/HashirBC20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02497,
  author       = {Joseph Paul Cohen and
                  Mohammad Hashir and
                  Rupert Brooks and
                  Hadrien Bertrand},
  title        = {On the limits of cross-domain generalization in automated X-ray prediction},
  journal      = {CoRR},
  volume       = {abs/2002.02497},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.02497},
  eprinttype    = {arXiv},
  eprint       = {2002.02497},
  timestamp    = {Mon, 10 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-02497.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-02582,
  author       = {Mohammad Hashir and
                  Hadrien Bertrand and
                  Joseph Paul Cohen},
  title        = {Quantifying the Value of Lateral Views in Deep Learning for Chest
                  X-rays},
  journal      = {CoRR},
  volume       = {abs/2002.02582},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.02582},
  eprinttype    = {arXiv},
  eprint       = {2002.02582},
  timestamp    = {Mon, 10 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-02582.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08473,
  author       = {Karsten Roth and
                  Timo Milbich and
                  Samarth Sinha and
                  Prateek Gupta and
                  Bj{\"{o}}rn Ommer and
                  Joseph Paul Cohen},
  title        = {Revisiting Training Strategies and Generalization Performance in Deep
                  Metric Learning},
  journal      = {CoRR},
  volume       = {abs/2002.08473},
  year         = {2020},
  url          = {https://arxiv.org/abs/2002.08473},
  eprinttype    = {arXiv},
  eprint       = {2002.08473},
  timestamp    = {Mon, 02 Mar 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2002-08473.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04377,
  author       = {Olivier Vincent and
                  Charley Gros and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad},
  title        = {Automatic segmentation of spinal multiple sclerosis lesions: How to
                  generalize across {MRI} contrasts?},
  journal      = {CoRR},
  volume       = {abs/2003.04377},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.04377},
  eprinttype    = {arXiv},
  eprint       = {2003.04377},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-04377.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-04387,
  author       = {Lucas Rouhier and
                  Francisco Perdig{\'{o}}n Romero and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad},
  title        = {Spine intervertebral disc labeling using a fully convolutional redundant
                  counting model},
  journal      = {CoRR},
  volume       = {abs/2003.04387},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.04387},
  eprinttype    = {arXiv},
  eprint       = {2003.04387},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-04387.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-11597,
  author       = {Joseph Paul Cohen and
                  Paul Morrison and
                  Lan Dao},
  title        = {{COVID-19} Image Data Collection},
  journal      = {CoRR},
  volume       = {abs/2003.11597},
  year         = {2020},
  url          = {https://arxiv.org/abs/2003.11597},
  eprinttype    = {arXiv},
  eprint       = {2003.11597},
  timestamp    = {Thu, 02 Apr 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2003-11597.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-13458,
  author       = {Timo Milbich and
                  Karsten Roth and
                  Homanga Bharadhwaj and
                  Samarth Sinha and
                  Yoshua Bengio and
                  Bj{\"{o}}rn Ommer and
                  Joseph Paul Cohen},
  title        = {DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning},
  journal      = {CoRR},
  volume       = {abs/2004.13458},
  year         = {2020},
  url          = {https://arxiv.org/abs/2004.13458},
  eprinttype    = {arXiv},
  eprint       = {2004.13458},
  timestamp    = {Sat, 02 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2004-13458.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-11856,
  author       = {Joseph Paul Cohen and
                  Lan Dao and
                  Paul Morrison and
                  Karsten Roth and
                  Yoshua Bengio and
                  Beiyi Shen and
                  Almas Abbasi and
                  Mahsa Hoshmand{-}Kochi and
                  Marzyeh Ghassemi and
                  Haifang Li and
                  Tim Q. Duong},
  title        = {Predicting {COVID-19} Pneumonia Severity on Chest X-ray with Deep
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2005.11856},
  year         = {2020},
  url          = {https://arxiv.org/abs/2005.11856},
  eprinttype    = {arXiv},
  eprint       = {2005.11856},
  timestamp    = {Fri, 29 May 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2005-11856.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11988,
  author       = {Joseph Paul Cohen and
                  Paul Morrison and
                  Lan Dao and
                  Karsten Roth and
                  Tim Q. Duong and
                  Marzyeh Ghassemi},
  title        = {{COVID-19} Image Data Collection: Prospective Predictions Are the
                  Future},
  journal      = {CoRR},
  volume       = {abs/2006.11988},
  year         = {2020},
  url          = {https://arxiv.org/abs/2006.11988},
  eprinttype    = {arXiv},
  eprint       = {2006.11988},
  timestamp    = {Wed, 24 Jun 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2006-11988.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-04250,
  author       = {Tianshi Cao and
                  Chinwei Huang and
                  David Yu{-}Tung Hui and
                  Joseph Paul Cohen},
  title        = {A Benchmark of Medical Out of Distribution Detection},
  journal      = {CoRR},
  volume       = {abs/2007.04250},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.04250},
  eprinttype    = {arXiv},
  eprint       = {2007.04250},
  timestamp    = {Sun, 02 Oct 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-04250.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13224,
  author       = {Hasib Zunair and
                  Aimon Rahman and
                  Nabeel Mohammed and
                  Joseph Paul Cohen},
  title        = {Uniformizing Techniques to Process {CT} scans with 3D CNNs for Tuberculosis
                  Prediction},
  journal      = {CoRR},
  volume       = {abs/2007.13224},
  year         = {2020},
  url          = {https://arxiv.org/abs/2007.13224},
  eprinttype    = {arXiv},
  eprint       = {2007.13224},
  timestamp    = {Wed, 29 Jul 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2007-13224.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-08348,
  author       = {Karsten Roth and
                  Timo Milbich and
                  Bj{\"{o}}rn Ommer and
                  Joseph Paul Cohen and
                  Marzyeh Ghassemi},
  title        = {{S2SD:} Simultaneous Similarity-based Self-Distillation for Deep Metric
                  Learning},
  journal      = {CoRR},
  volume       = {abs/2009.08348},
  year         = {2020},
  url          = {https://arxiv.org/abs/2009.08348},
  eprinttype    = {arXiv},
  eprint       = {2009.08348},
  timestamp    = {Wed, 23 Sep 2020 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2009-08348.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09984,
  author       = {Charley Gros and
                  Andr{\'{e}}anne Lemay and
                  Olivier Vincent and
                  Lucas Rouhier and
                  Anthime Bucquet and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad},
  title        = {ivadomed: {A} Medical Imaging Deep Learning Toolbox},
  journal      = {CoRR},
  volume       = {abs/2010.09984},
  year         = {2020},
  url          = {https://arxiv.org/abs/2010.09984},
  eprinttype    = {arXiv},
  eprint       = {2010.09984},
  timestamp    = {Thu, 14 Oct 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2010-09984.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/corl/WeissCGLKCNPGP19,
  author       = {Martin Weiss and
                  Simon Chamorro and
                  Roger Girgis and
                  Margaux Luck and
                  Samira Ebrahimi Kahou and
                  Joseph Paul Cohen and
                  Derek Nowrouzezahrai and
                  Doina Precup and
                  Florian Golemo and
                  Chris Pal},
  editor       = {Leslie Pack Kaelbling and
                  Danica Kragic and
                  Komei Sugiura},
  title        = {Navigation Agents for the Visually Impaired: {A} Sidewalk Simulator
                  and Experiments},
  booktitle    = {3rd Annual Conference on Robot Learning, CoRL 2019, Osaka, Japan,
                  October 30 - November 1, 2019, Proceedings},
  series       = {Proceedings of Machine Learning Research},
  volume       = {100},
  pages        = {1314--1327},
  publisher    = {{PMLR}},
  year         = {2019},
  url          = {http://proceedings.mlr.press/v100/weiss20a.html},
  timestamp    = {Mon, 25 May 2020 12:12:52 +0200},
  biburl       = {https://dblp.org/rec/conf/corl/WeissCGLKCNPGP19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/FarshchianGCBMS19,
  author       = {Ali Farshchian and
                  Juan Alvaro Gallego and
                  Joseph Paul Cohen and
                  Yoshua Bengio and
                  Lee E. Miller and
                  Sara A. Solla},
  title        = {Adversarial Domain Adaptation for Stable Brain-Machine Interfaces},
  booktitle    = {7th International Conference on Learning Representations, {ICLR} 2019,
                  New Orleans, LA, USA, May 6-9, 2019},
  publisher    = {OpenReview.net},
  year         = {2019},
  url          = {https://openreview.net/forum?id=Hyx6Bi0qYm},
  timestamp    = {Thu, 25 Jul 2019 13:03:15 +0200},
  biburl       = {https://dblp.org/rec/conf/iclr/FarshchianGCBMS19.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-11210,
  author       = {Joseph Paul Cohen and
                  Paul Bertin and
                  Vincent Frappier},
  title        = {Chester: {A} Web Delivered Locally Computed Chest X-Ray Disease Prediction
                  System},
  journal      = {CoRR},
  volume       = {abs/1901.11210},
  year         = {2019},
  url          = {http://arxiv.org/abs/1901.11210},
  eprinttype    = {arXiv},
  eprint       = {1901.11210},
  timestamp    = {Mon, 04 Feb 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1901-11210.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-07478,
  author       = {Becks Simpson and
                  Francis Dutil and
                  Yoshua Bengio and
                  Joseph Paul Cohen},
  title        = {GradMask: Reduce Overfitting by Regularizing Saliency},
  journal      = {CoRR},
  volume       = {abs/1904.07478},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.07478},
  eprinttype    = {arXiv},
  eprint       = {1904.07478},
  timestamp    = {Thu, 25 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-07478.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-08534,
  author       = {Hadrien Bertrand and
                  Mohammad Hashir and
                  Joseph Paul Cohen},
  title        = {Do Lateral Views Help Automated Chest X-ray Predictions?},
  journal      = {CoRR},
  volume       = {abs/1904.08534},
  year         = {2019},
  url          = {http://arxiv.org/abs/1904.08534},
  eprinttype    = {arXiv},
  eprint       = {1904.08534},
  timestamp    = {Fri, 26 Apr 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1904-08534.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-02295,
  author       = {Paul Bertin and
                  Mohammad Hashir and
                  Martin Weiss and
                  Genevi{\`{e}}ve Boucher and
                  Vincent Frappier and
                  Joseph Paul Cohen},
  title        = {Analysis of Gene Interaction Graphs for Biasing Machine Learning Models},
  journal      = {CoRR},
  volume       = {abs/1905.02295},
  year         = {2019},
  url          = {http://arxiv.org/abs/1905.02295},
  eprinttype    = {arXiv},
  eprint       = {1905.02295},
  timestamp    = {Wed, 29 May 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1905-02295.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-06576,
  author       = {Tristan Deleu and
                  Tobias W{\"{u}}rfl and
                  Mandana Samiei and
                  Joseph Paul Cohen and
                  Yoshua Bengio},
  title        = {Torchmeta: {A} Meta-Learning library for PyTorch},
  journal      = {CoRR},
  volume       = {abs/1909.06576},
  year         = {2019},
  url          = {http://arxiv.org/abs/1909.06576},
  eprinttype    = {arXiv},
  eprint       = {1909.06576},
  timestamp    = {Mon, 23 Sep 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1909-06576.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00199,
  author       = {Joseph D. Viviano and
                  Becks Simpson and
                  Francis Dutil and
                  Yoshua Bengio and
                  Joseph Paul Cohen},
  title        = {Underwhelming Generalization Improvements From Controlling Feature
                  Attribution},
  journal      = {CoRR},
  volume       = {abs/1910.00199},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.00199},
  eprinttype    = {arXiv},
  eprint       = {1910.00199},
  timestamp    = {Fri, 04 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-00199.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-07655,
  author       = {Saeid Asgari Taghanaki and
                  Kumar Abhishek and
                  Joseph Paul Cohen and
                  Julien Cohen{-}Adad and
                  Ghassan Hamarneh},
  title        = {Deep Semantic Segmentation of Natural and Medical Images: {A} Review},
  journal      = {CoRR},
  volume       = {abs/1910.07655},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.07655},
  eprinttype    = {arXiv},
  eprint       = {1910.07655},
  timestamp    = {Tue, 14 Jan 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-07655.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-08636,
  author       = {Mandana Samiei and
                  Tobias W{\"{u}}rfl and
                  Tristan Deleu and
                  Martin Weiss and
                  Francis Dutil and
                  Thomas Fevens and
                  Genevi{\`{e}}ve Boucher and
                  S{\'{e}}bastien Lemieux and
                  Joseph Paul Cohen},
  title        = {The {TCGA} Meta-Dataset Clinical Benchmark},
  journal      = {CoRR},
  volume       = {abs/1910.08636},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.08636},
  eprinttype    = {arXiv},
  eprint       = {1910.08636},
  timestamp    = {Tue, 22 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-08636.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09570,
  author       = {Shawn Tan and
                  Guillaume Androz and
                  Ahmad Chamseddine and
                  Pierre Fecteau and
                  Aaron C. Courville and
                  Yoshua Bengio and
                  Joseph Paul Cohen},
  title        = {Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia
                  Subtype Discovery},
  journal      = {CoRR},
  volume       = {abs/1910.09570},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09570},
  eprinttype    = {arXiv},
  eprint       = {1910.09570},
  timestamp    = {Fri, 25 Oct 2019 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09570.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-09600,
  author       = {Mohammad Hashir and
                  Paul Bertin and
                  Martin Weiss and
                  Vincent Frappier and
                  Theodore Perkins and
                  Genevi{\`{e}}ve Boucher and
                  Joseph Paul Cohen},
  title        = {Is graph biased feature selection of genes better than random?},
  journal      = {CoRR},
  volume       = {abs/1910.09600},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.09600},
  eprinttype    = {arXiv},
  eprint       = {1910.09600},
  timestamp    = {Sat, 23 Jan 2021 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-09600.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-13249,
  author       = {Martin Weiss and
                  Simon Chamorro and
                  Roger Girgis and
                  Margaux Luck and
                  Samira Ebrahimi Kahou and
                  Joseph Paul Cohen and
                  Derek Nowrouzezahrai and
                  Doina Precup and
                  Florian Golemo and
                  Chris Pal},
  title        = {Navigation Agents for the Visually Impaired: {A} Sidewalk Simulator
                  and Experiments},
  journal      = {CoRR},
  volume       = {abs/1910.13249},
  year         = {2019},
  url          = {http://arxiv.org/abs/1910.13249},
  eprinttype    = {arXiv},
  eprint       = {1910.13249},
  timestamp    = {Thu, 31 Oct 2019 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1910-13249.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/CohenLH18,
  author       = {Joseph Paul Cohen and
                  Margaux Luck and
                  Sina Honari},
  editor       = {Alejandro F. Frangi and
                  Julia A. Schnabel and
                  Christos Davatzikos and
                  Carlos Alberola{-}L{\'{o}}pez and
                  Gabor Fichtinger},
  title        = {Distribution Matching Losses Can Hallucinate Features in Medical Image
                  Translation},
  booktitle    = {Medical Image Computing and Computer Assisted Intervention - {MICCAI}
                  2018 - 21st International Conference, Granada, Spain, September 16-20,
                  2018, Proceedings, Part {I}},
  series       = {Lecture Notes in Computer Science},
  volume       = {11070},
  pages        = {529--536},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00928-1\_60},
  doi          = {10.1007/978-3-030-00928-1\_60},
  timestamp    = {Tue, 14 May 2019 10:00:49 +0200},
  biburl       = {https://dblp.org/rec/conf/miccai/CohenLH18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1805-08841,
  author       = {Joseph Paul Cohen and
                  Margaux Luck and
                  Sina Honari},
  title        = {Distribution Matching Losses Can Hallucinate Features in Medical Image
                  Translation},
  journal      = {CoRR},
  volume       = {abs/1805.08841},
  year         = {2018},
  url          = {http://arxiv.org/abs/1805.08841},
  eprinttype    = {arXiv},
  eprint       = {1805.08841},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1805-08841.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01984,
  author       = {Margaux Luck and
                  Tristan Sylvain and
                  Joseph Paul Cohen and
                  H{\'{e}}lo{\"{\i}}se Cardinal and
                  Andrea Lodi and
                  Yoshua Bengio},
  title        = {Learning to rank for censored survival data},
  journal      = {CoRR},
  volume       = {abs/1806.01984},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.01984},
  eprinttype    = {arXiv},
  eprint       = {1806.01984},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-01984.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-06975,
  author       = {Francis Dutil and
                  Joseph Paul Cohen and
                  Martin Weiss and
                  Georgy Derevyanko and
                  Yoshua Bengio},
  title        = {Towards Gene Expression Convolutions using Gene Interaction Graphs},
  journal      = {CoRR},
  volume       = {abs/1806.06975},
  year         = {2018},
  url          = {http://arxiv.org/abs/1806.06975},
  eprinttype    = {arXiv},
  eprint       = {1806.06975},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1806-06975.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-00045,
  author       = {Ali Farshchian and
                  Juan Alvaro Gallego and
                  Joseph Paul Cohen and
                  Yoshua Bengio and
                  Lee E. Miller and
                  Sara A. Solla},
  title        = {Adversarial Domain Adaptation for Stable Brain-Machine Interfaces},
  journal      = {CoRR},
  volume       = {abs/1810.00045},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.00045},
  eprinttype    = {arXiv},
  eprint       = {1810.00045},
  timestamp    = {Tue, 30 Oct 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-00045.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-03442,
  author       = {Assya Trofimov and
                  Francis Dutil and
                  Claude Perreault and
                  S{\'{e}}bastien Lemieux and
                  Yoshua Bengio and
                  Joseph Paul Cohen},
  title        = {Towards the Latent Transcriptome},
  journal      = {CoRR},
  volume       = {abs/1810.03442},
  year         = {2018},
  url          = {http://arxiv.org/abs/1810.03442},
  eprinttype    = {arXiv},
  eprint       = {1810.03442},
  timestamp    = {Thu, 01 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1810-03442.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10120,
  author       = {Martin Weiss and
                  Margaux Luck and
                  Roger Girgis and
                  Chris Pal and
                  Joseph Paul Cohen},
  title        = {A Survey of Mobile Computing for the Visually Impaired},
  journal      = {CoRR},
  volume       = {abs/1811.10120},
  year         = {2018},
  url          = {http://arxiv.org/abs/1811.10120},
  eprinttype    = {arXiv},
  eprint       = {1811.10120},
  timestamp    = {Fri, 30 Nov 2018 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1811-10120.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/CohenBGLB17,
  author       = {Joseph Paul Cohen and
                  Genevi{\`{e}}ve Boucher and
                  Craig A. Glastonbury and
                  Henry Z. Lo and
                  Yoshua Bengio},
  title        = {Count-ception: Counting by Fully Convolutional Redundant Counting},
  booktitle    = {2017 {IEEE} International Conference on Computer Vision Workshops,
                  {ICCV} Workshops 2017, Venice, Italy, October 22-29, 2017},
  pages        = {18--26},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/ICCVW.2017.9},
  doi          = {10.1109/ICCVW.2017.9},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/iccvw/CohenBGLB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LambHGCCB17,
  author       = {Alex Lamb and
                  R. Devon Hjelm and
                  Yaroslav Ganin and
                  Joseph Paul Cohen and
                  Aaron C. Courville and
                  Yoshua Bengio},
  editor       = {Isabelle Guyon and
                  Ulrike von Luxburg and
                  Samy Bengio and
                  Hanna M. Wallach and
                  Rob Fergus and
                  S. V. N. Vishwanathan and
                  Roman Garnett},
  title        = {GibbsNet: Iterative Adversarial Inference for Deep Graphical Models},
  booktitle    = {Advances in Neural Information Processing Systems 30: Annual Conference
                  on Neural Information Processing Systems 2017, December 4-9, 2017,
                  Long Beach, CA, {USA}},
  pages        = {5089--5098},
  year         = {2017},
  url          = {https://proceedings.neurips.cc/paper/2017/hash/30f8f6b940d1073d8b6a5eebc46dd6e5-Abstract.html},
  timestamp    = {Thu, 21 Jan 2021 13:58:27 +0100},
  biburl       = {https://dblp.org/rec/conf/nips/LambHGCCB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenLB17,
  author       = {Joseph Paul Cohen and
                  Henry Z. Lo and
                  Yoshua Bengio},
  title        = {Count-ception: Counting by Fully Convolutional Redundant Counting},
  journal      = {CoRR},
  volume       = {abs/1703.08710},
  year         = {2017},
  url          = {http://arxiv.org/abs/1703.08710},
  eprinttype    = {arXiv},
  eprint       = {1703.08710},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenLB17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenL17,
  author       = {Joseph Paul Cohen and
                  Henry Z. Lo},
  title        = {ShortScience.org - Reproducing Intuition},
  journal      = {CoRR},
  volume       = {abs/1707.06684},
  year         = {2017},
  url          = {http://arxiv.org/abs/1707.06684},
  eprinttype    = {arXiv},
  eprint       = {1707.06684},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenL17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1712-04120,
  author       = {Alex Lamb and
                  R. Devon Hjelm and
                  Yaroslav Ganin and
                  Joseph Paul Cohen and
                  Aaron C. Courville and
                  Yoshua Bengio},
  title        = {GibbsNet: Iterative Adversarial Inference for Deep Graphical Models},
  journal      = {CoRR},
  volume       = {abs/1712.04120},
  year         = {2017},
  url          = {http://arxiv.org/abs/1712.04120},
  eprinttype    = {arXiv},
  eprint       = {1712.04120},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-1712-04120.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/CohenDKCD16,
  author       = {Joseph Paul Cohen and
                  Wei Ding and
                  Caitlin Kuhlman and
                  Aijun Chen and
                  Liping Di},
  title        = {Rapid building detection using machine learning},
  journal      = {Appl. Intell.},
  volume       = {45},
  number       = {2},
  pages        = {443--457},
  year         = {2016},
  url          = {https://doi.org/10.1007/s10489-016-0762-6},
  doi          = {10.1007/S10489-016-0762-6},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/apin/CohenDKCD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenLL016,
  author       = {Joseph Paul Cohen and
                  Henry Z. Lo and
                  Tingting Lu and
                  Wei Ding},
  title        = {Crater Detection via Convolutional Neural Networks},
  journal      = {CoRR},
  volume       = {abs/1601.00978},
  year         = {2016},
  url          = {http://arxiv.org/abs/1601.00978},
  eprinttype    = {arXiv},
  eprint       = {1601.00978},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenLL016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenL016,
  author       = {Joseph Paul Cohen and
                  Henry Z. Lo and
                  Wei Ding},
  title        = {RandomOut: Using a convolutional gradient norm to win The Filter Lottery},
  journal      = {CoRR},
  volume       = {abs/1602.05931},
  year         = {2016},
  url          = {http://arxiv.org/abs/1602.05931},
  eprinttype    = {arXiv},
  eprint       = {1602.05931},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenL016.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cohen0KCD16,
  author       = {Joseph Paul Cohen and
                  Wei Ding and
                  Caitlin Kuhlman and
                  Aijun Chen and
                  Liping Di},
  title        = {Rapid building detection using machine learning},
  journal      = {CoRR},
  volume       = {abs/1603.04392},
  year         = {2016},
  url          = {http://arxiv.org/abs/1603.04392},
  eprinttype    = {arXiv},
  eprint       = {1603.04392},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Cohen0KCD16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoC16,
  author       = {Henry Z. Lo and
                  Joseph Paul Cohen},
  title        = {Academic Torrents: Scalable Data Distribution},
  journal      = {CoRR},
  volume       = {abs/1603.04395},
  year         = {2016},
  url          = {http://arxiv.org/abs/1603.04395},
  eprinttype    = {arXiv},
  eprint       = {1603.04395},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/LoC16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/YuL0CSI15,
  author       = {Chung{-}Hsien Yu and
                  Dong Luo and
                  Wei Ding and
                  Joseph Paul Cohen and
                  David L. Small and
                  Shafiqul Islam},
  title        = {Spatio-temporal asynchronous co-occurrence pattern for big climate
                  data towards long-lead flood prediction},
  booktitle    = {2015 {IEEE} International Conference on Big Data {(IEEE} BigData 2015),
                  Santa Clara, CA, USA, October 29 - November 1, 2015},
  pages        = {865--870},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/BigData.2015.7363834},
  doi          = {10.1109/BIGDATA.2015.7363834},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/bigdataconf/YuL0CSI15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fgr/LoC015,
  author       = {Henry Z. Lo and
                  Joseph Paul Cohen and
                  Wei Ding},
  title        = {Prediction gradients for feature extraction and analysis from convolutional
                  neural networks},
  booktitle    = {11th {IEEE} International Conference and Workshops on Automatic Face
                  and Gesture Recognition, {FG} 2015, Ljubljana, Slovenia, May 4-8,
                  2015},
  pages        = {1--6},
  publisher    = {{IEEE} Computer Society},
  year         = {2015},
  url          = {https://doi.org/10.1109/FG.2015.7163154},
  doi          = {10.1109/FG.2015.7163154},
  timestamp    = {Fri, 24 Mar 2023 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/fgr/LoC015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigcse/GarciaDCEGR15,
  author       = {Daniel D. Garcia and
                  Wei Ding and
                  Joseph Paul Cohen and
                  Barbara Ericson and
                  Jeff Gray and
                  Dale Reed},
  editor       = {Adrienne Decker and
                  Kurt Eiselt and
                  Carl Alphonce and
                  Jodi L. Tims},
  title        = {One-Day Activities for {K-12} Face-to-Face Outreach},
  booktitle    = {Proceedings of the 46th {ACM} Technical Symposium on Computer Science
                  Education, {SIGCSE} 2015, Kansas City, MO, USA, March 4-7, 2015},
  pages        = {520--521},
  publisher    = {{ACM}},
  year         = {2015},
  url          = {https://doi.org/10.1145/2676723.2677337},
  doi          = {10.1145/2676723.2677337},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/sigcse/GarciaDCEGR15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenDB15,
  author       = {Joseph Paul Cohen and
                  Wei Ding and
                  Abraham Bagherjeiran},
  title        = {Semi-Supervised Web Wrapper Repair via Recursive Tree Matching},
  journal      = {CoRR},
  volume       = {abs/1505.01303},
  year         = {2015},
  url          = {http://arxiv.org/abs/1505.01303},
  eprinttype    = {arXiv},
  eprint       = {1505.01303},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenDB15.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/CohenA015,
  author       = {Joseph Paul Cohen and
                  Carla Aravena and
                  Wei Ding},
  title        = {The cost of reading research. {A} study of Computer Science publication
                  venues},
  journal      = {CoRR},
  volume       = {abs/1512.00127},
  year         = {2015},
  url          = {http://arxiv.org/abs/1512.00127},
  eprinttype    = {arXiv},
  eprint       = {1512.00127},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/CohenA015.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ecoi/StepinskiC14,
  author       = {Tomasz F. Stepinski and
                  Joseph Paul Cohen},
  title        = {Comparing semantically-blind and semantically-aware landscape similarity
                  measures with application to query-by-content and regionalization},
  journal      = {Ecol. Informatics},
  volume       = {24},
  pages        = {69--77},
  year         = {2014},
  url          = {https://doi.org/10.1016/j.ecoinf.2014.07.005},
  doi          = {10.1016/J.ECOINF.2014.07.005},
  timestamp    = {Sat, 22 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/ecoi/StepinskiC14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccn/MaoWCS14,
  author       = {Ying Mao and
                  Jiayin Wang and
                  Joseph Paul Cohen and
                  Bo Sheng},
  title        = {{PASA:} Passive broadcast for smartphone ad-hoc networks},
  booktitle    = {23rd International Conference on Computer Communication and Networks,
                  {ICCCN} 2014, Shanghai, China, August 4-7, 2014},
  pages        = {1--8},
  publisher    = {{IEEE}},
  year         = {2014},
  url          = {https://doi.org/10.1109/ICCCN.2014.6911820},
  doi          = {10.1109/ICCCN.2014.6911820},
  timestamp    = {Wed, 16 Oct 2019 14:14:49 +0200},
  biburl       = {https://dblp.org/rec/conf/icccn/MaoWCS14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/xsede/CohenL14,
  author       = {Joseph Paul Cohen and
                  Henry Z. Lo},
  editor       = {Scott A. Lathrop and
                  Jay Alameda},
  title        = {Academic Torrents: {A} Community-Maintained Distributed Repository},
  booktitle    = {Annual Conference of the Extreme Science and Engineering Discovery
                  Environment, {XSEDE} '14, Atlanta, GA, {USA} - July 13 - 18, 2014},
  pages        = {2:1--2:2},
  publisher    = {{ACM}},
  year         = {2014},
  url          = {https://doi.org/10.1145/2616498.2616528},
  doi          = {10.1145/2616498.2616528},
  timestamp    = {Tue, 16 Aug 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/xsede/CohenL14.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Cohen13a,
  author       = {Joseph Paul Cohen},
  title        = {Wireless Message Dissemination via Selective Relay over Bluetooth
                  (MDSRoB)},
  journal      = {CoRR},
  volume       = {abs/1307.7814},
  year         = {2013},
  url          = {http://arxiv.org/abs/1307.7814},
  eprinttype    = {arXiv},
  eprint       = {1307.7814},
  timestamp    = {Mon, 13 Aug 2018 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/Cohen13a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ausai/CohenLD11,
  author       = {Joseph Paul Cohen and
                  Siyi Liu and
                  Wei Ding},
  editor       = {Dianhui Wang and
                  Mark Reynolds},
  title        = {Genetically Enhanced Feature Selection of Discriminative Planetary
                  Crater Image Features},
  booktitle    = {{AI} 2011: Advances in Artificial Intelligence - 24th Australasian
                  Joint Conference, Perth, Australia, December 5-8, 2011. Proceedings},
  series       = {Lecture Notes in Computer Science},
  volume       = {7106},
  pages        = {61--71},
  publisher    = {Springer},
  year         = {2011},
  url          = {https://doi.org/10.1007/978-3-642-25832-9\_7},
  doi          = {10.1007/978-3-642-25832-9\_7},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ausai/CohenLD11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gis/LiuDCSS11,
  author       = {Siyi Liu and
                  Wei Ding and
                  Joseph Paul Cohen and
                  Dan A. Simovici and
                  Tomasz F. Stepinski},
  editor       = {Isabel F. Cruz and
                  Divyakant Agrawal and
                  Christian S. Jensen and
                  Eyal Ofek and
                  Egemen Tanin},
  title        = {Bernoulli trials based feature selection for crater detection},
  booktitle    = {19th {ACM} {SIGSPATIAL} International Symposium on Advances in Geographic
                  Information Systems, {ACM-GIS} 2011, November 1-4, 2011, Chicago,
                  IL, USA, Proceedings},
  pages        = {461--464},
  publisher    = {{ACM}},
  year         = {2011},
  url          = {https://doi.org/10.1145/2093973.2094048},
  doi          = {10.1145/2093973.2094048},
  timestamp    = {Sat, 09 Apr 2022 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/gis/LiuDCSS11.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}
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