Joseph Paul Cohen

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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
Karsten RothMaster Student, Computer Vision Group, Heidelberg UniversityVerified email at stud.uni-heidelberg.de
Tim Duong, PhD, Professor, Vice Chai...Montefiore Health System and Albert Einstein College of Medicine (tim.duong@einsteinmed.org)Verified email at einsteinmed.org
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
Julien Cohen-Adad, PhDAssociate Professor of Biomedical Engineering, Polytechnique MontrealVerified email at polymtl.ca
Martin WeissMilaVerified email at mila.quebec
Francis DutilImagiaVerified email at imagia.com
Mohammad HashirMilaVerified email at umontreal.ca
Vincent FrappierFVL56Verified email at fvl56.com
Paul BertinMila, University of MontrealVerified email at polytechnique.edu
Sina HonariPostdoctoral fellow, CVLab, EPFLVerified email at epfl.ch
Hadrien BertrandMilaVerified email at mila.quebec
Ghassan HamarnehComputing Science, Simon Fraser UniversityVerified email at sfu.ca
Timo MilbichHeidelberg UniversityVerified email at iwr.uni-heidelberg.de
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

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	561*	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	108	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	98*	2017
Challenge based learning in cybersecurity education RS Cheung, JP Cohen, HZ Lo, F Elia International Conference on Security & Management (SAM), 2011	79	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	56	2019
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	53	2020
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	39	2012
Crater Detection via Convolutional Neural Networks JP Cohen, HZ Lo, T Lu, W Ding Lunar and Planetary Science Conference (LPSC), 2016	36	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	28*	2020
Rapid building detection using machine learning JP Cohen, W Ding, C Kuhlman, A Chen, L Di Journal of Applied Intelligence, 2016	27	2016
PASA: Passive broadcast for smartphone ad-hoc networks Y Mao, J Wang, JP Cohen, B Sheng Computer Communication and Networks (ICCCN), 2014	26	2014
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	24	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	24*	2020
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System JP Cohen, P Bertin, V Frappier arXiv preprint arXiv:1901.11210, 2019	24	2019
Crater detection via genetic search methods to reduce image features JP Cohen, W Ding Advances in Space Research, 2014	24	2014
Torchmeta: A Meta-Learning library for PyTorch T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio arXiv preprint arXiv:1909.06576, 2019	22*	2019
Academic Torrents: A Community-Maintained Distributed Repository JP Cohen, HZ Lo Conference on Extreme Science and Engineering Discovery Environment (XSEDE), 2014	21*	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
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	15	2018
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	10	2017

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