Joseph Paul Cohen

Cited by

	All	Since 2015
Citations	858	839
h-index	14	14
i10-index	18	18

520

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390

20142015201620172018201920209 17 35 38 86 147 508

Co-authors

Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Wei DingProfessor of Computer Science, University of Massachusetts Boston; Program Director, NSFVerified email at umb.edu
Lan DaoMedical Student, Université de MontréalVerified email at umontreal.ca
Karsten RothMaster Student, Computer Vision Group, Heidelberg UniversityVerified email at stud.uni-heidelberg.de
Paul MorrisonVerified email at mila.quebec
Dr. Marzyeh GhassemiAssistant Professor, Computer Science/Medicine, University of Toronto & Vector InstituteVerified email at cs.toronto.edu
Margaux LuckMila - Quebec Artificial Intelligence InstituteVerified email at mila.quebec
Geneviève BoucherInstitut de recherche en immunologie et cancérologie (IRIC), Université de MontréalVerified email at umontreal.ca
Martin WeissMilaVerified email at mila.quebec
Tim Duong, PhD, Professor, Vice Chai...Montefiore Medical System and Albert Einstein College of MedicineVerified email at einsteinmed.org
Francis DutilImagiaVerified email at imagia.com
Mohammad HashirMilaVerified email at umontreal.ca
Julien Cohen-Adad, PhDAssociate Professor of Biomedical Engineering, Polytechnique MontrealVerified email at polymtl.ca
Sina HonariPostdoctoral fellow, CVLab, EPFLVerified email at epfl.ch
Tomasz StepinskiProfessor of Space Exploration, University of CincinnatiVerified email at uc.edu
Paul BertinMila, University of MontrealVerified email at polytechnique.edu
Hadrien BertrandMilaVerified email at mila.quebec
Craig A. GlastonburyLead Machine Learning ResearcherVerified email at benevolent.ai
Tobias WürflSiemens HealthineersVerified email at siemens-healthineers.com
Mandana SamieiPhD student, Mila, McGill UniversityVerified email at mail.mcgill.ca

Joseph Paul Cohen

Postdoctoral Fellow, AIMI - Stanford University and Mila - Quebec AI Institute

Verified email at stanford.edu - Homepage

Medical Imaging Genomics Computer Vision Machine Learning Representation Learning


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COVID-19 Image Data Collection JP Cohen, P Morrison, L Dao arXiv:2003.11597, 2020	252*	2020
COVID-19 Image Data Collection: Prospective Predictions Are the Future JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi arXiv preprint arXiv:2006.11988, 2020	211	2020
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation JP Cohen, M Luck, S Honari Medical Image Computing & Computer Assisted Intervention (MICCAI), 2018	82	2018
Challenge based learning in cybersecurity education RS Cheung, JP Cohen, HZ Lo, F Elia International Conference on Security & Management (SAM), 2011	74	2011
Count-ception: Counting by Fully Convolutional Redundant Counting JP Cohen, G Boucher, CA Glastonbury, HZ Lo, Y Bengio International Conference on Computer Vision (ICCV) Bioimage Computing (BIC), 2017	72*	2017
Crater Detection via Convolutional Neural Networks JP Cohen, HZ Lo, T Lu, W Ding Lunar and Planetary Science Conference (LPSC), 2016	34	2016
Effectiveness of Cybersecurity Competitions RS Cheung, JP Cohen, HZ Lo, F Elia, V Carrillo-Marquez Proceedings of the International Conference on Security and Management (SAM), 1, 2012	31	2012
Deep Semantic Segmentation of Natural and Medical Images: A Review SA Taghanaki, K Abhishek, JP Cohen, J Cohen-Adad, G Hamarneh Artificial Intelligence Review, 2019	27*	2019
Rapid building detection using machine learning JP Cohen, W Ding, C Kuhlman, A Chen, L Di Journal of Applied Intelligence, 2016	24	2016
Crater detection via genetic search methods to reduce image features JP Cohen, W Ding Advances in Space Research, 2014	21	2014
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning JP Cohen, L Dao, P Morrison, K Roth, Y Bengio, B Shen, A Abbasi, ... Cureus Medical Journal doi:10.7759/cureus.9448, 2020	20	2020
PASA: Passive broadcast for smartphone ad-hoc networks Y Mao, J Wang, JP Cohen, B Sheng Computer Communication and Networks (ICCCN), 2014	19	2014
Towards Gene Expression Convolutions using Gene Interaction Graphs F Dutil, JP Cohen, M Weiss, G Derevyanko, Y Bengio International Conference on Machine Learning (ICML) Workshop on …, 2018	18	2018
Academic Torrents: A Community-Maintained Distributed Repository JP Cohen, HZ Lo Conference on Extreme Science and Engineering Discovery Environment (XSEDE), 2014	18*	2014
Torchmeta: A Meta-Learning library for PyTorch T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio arXiv preprint arXiv:1909.06576, 2019	14*	2019
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System JP Cohen, P Bertin, V Frappier arXiv preprint arXiv:1901.11210, 2019	12	2019
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces A Farshchian, JA Gallego, JP Cohen, Y Bengio, LE Miller, SA Solla International Conference on Learning Representations 2019, 2018	11	2018
BigBrain 3D atlas of cortical layers: cortical and laminar thickness gradients diverge in sensory and motor cortices K Wagstyl, S Larocque, G Cucurull, C Lepage, JP Cohen, S Bludau, ... PLOS Biology, 2020	10*	2020
On the limits of cross-domain generalization in automated X-ray prediction JP Cohen, M Hashir, R Brooks, H Bertrand Medical Imaging with Deep Learning (MIDL), 2020	10	2020
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models A Lamb, RD Hjelm, Y Ganin, JP Cohen, A Courville, Y Bengio Neural Information Processing Systems (NeurIPS), 2017	8	2017

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