Joseph Paul Cohen

Cited by

	All	Since 2016
Citations	1155	1115
h-index	16	16
i10-index	19	19

780

390

195

585

201420152016201720182019202020219 18 33 40 86 153 768 21

Co-authors

Lan DaoMedical Student, Université de MontréalVerified email at umontreal.ca
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
Paul MorrisonVerified email at mila.quebec
Karsten RothMaster Student, Computer Vision Group, Heidelberg UniversityVerified email at stud.uni-heidelberg.de
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
Tim Duong, PhD, Professor, Vice Chai...Montefiore Medical Center and Albert Einstein College of Medicine (Tim.duong@einsteinmed.org)Verified email at einsteinmed.org
Geneviève BoucherInstitut de recherche en immunologie et cancérologie (IRIC), Université de MontréalVerified email at umontreal.ca
Martin WeissMilaVerified email at mila.quebec
Francis DutilImagiaVerified email at imagia.com
Julien Cohen-Adad, PhDAssociate Professor of Biomedical Engineering, Polytechnique MontrealVerified email at polymtl.ca
Mohammad HashirMilaVerified email at umontreal.ca
Sina HonariPostdoctoral fellow, CVLab, EPFLVerified email at epfl.ch
Paul BertinMila, University of MontrealVerified email at polytechnique.edu
Tomasz StepinskiProfessor of Space Exploration, University of CincinnatiVerified email at uc.edu
Alan Evans, PhD, FRSC, FCAHSJames McGill Professor of Neurology, Psychiatry, McGill U., Director, Healthy Brains, Health LivesVerified email at mcgill.ca
Konrad WagstylUniversity College LondonVerified email at ucl.ac.uk
Hadrien BertrandMilaVerified email at mila.quebec
Craig A. GlastonburyLead Machine Learning ResearcherVerified email at benevolent.ai

Joseph Paul Cohen

Postdoctoral Fellow, AIMI (Stanford University) + Mila (Quebec AI Institute)

Verified email at stanford.edu - Homepage

Medical Imaging Genomics Computer Vision ML in Healthcare Representation Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
COVID-19 Image Data Collection: Prospective Predictions are the Future JP Cohen, P Morrison, L Dao, K Roth, TQ Duong, M Ghassemi Journal of Machine Learning for Biomedical Imaging (MELBA), 2020	417*	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	91	2018
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	87*	2017
Challenge based learning in cybersecurity education RS Cheung, JP Cohen, HZ Lo, F Elia International Conference on Security & Management (SAM), 2011	77	2011
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	46	2019
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	36	2012
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	35	2020
Crater Detection via Convolutional Neural Networks JP Cohen, HZ Lo, T Lu, W Ding Lunar and Planetary Science Conference (LPSC), 2016	34	2016
Rapid building detection using machine learning JP Cohen, W Ding, C Kuhlman, A Chen, L Di Journal of Applied Intelligence, 2016	27	2016
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	26*	2020
PASA: Passive broadcast for smartphone ad-hoc networks Y Mao, J Wang, JP Cohen, B Sheng Computer Communication and Networks (ICCCN), 2014	24	2014
Crater detection via genetic search methods to reduce image features JP Cohen, W Ding Advances in Space Research, 2014	21	2014
Academic Torrents: A Community-Maintained Distributed Repository JP Cohen, HZ Lo Conference on Extreme Science and Engineering Discovery Environment (XSEDE), 2014	20*	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	19	2018
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System JP Cohen, P Bertin, V Frappier arXiv preprint arXiv:1901.11210, 2019	18	2019
Torchmeta: A Meta-Learning library for PyTorch T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio arXiv preprint arXiv:1909.06576, 2019	17*	2019
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning K Roth, T Milbich, S Sinha, P Gupta, B Ommer, JP Cohen International Conference on Machine Learning (ICML), 2020	14	2020
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	13	2018
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	12	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	9	2017

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