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BibTeX records: Joseph Paul Cohen
@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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