Joseph Paul Cohen
Joseph Paul Cohen
Postdoctoral Fellow, AIMI (Stanford University) + Mila (Quebec AI Institute)
Verified email at stanford.edu - Homepage
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
949*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
1452018
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
1352019
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
112*2017
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 arxiv:2005.11856, 2020
992020
Challenge based learning in cybersecurity education
RS Cheung, JP Cohen, HZ Lo, F Elia
International Conference on Security & Management (SAM), 2011
952011
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
442020
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
42*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
422012
Crater Detection via Convolutional Neural Networks
JP Cohen, HZ Lo, T Lu, W Ding
Lunar and Planetary Science Conference (LPSC), 2016
412016
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System
JP Cohen, P Bertin, V Frappier
arXiv preprint arXiv:1901.11210, 2019
402019
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
372020
Torchmeta: A Meta-Learning library for PyTorch
T Deleu, T Würfl, M Samiei, JP Cohen, Y Bengio
arXiv preprint arXiv:1909.06576, 2019
34*2019
Rapid building detection using machine learning
JP Cohen, W Ding, C Kuhlman, A Chen, L Di
Journal of Applied Intelligence, 2016
312016
PASA: Passive broadcast for smartphone ad-hoc networks
Y Mao, J Wang, JP Cohen, B Sheng
Computer Communication and Networks (ICCCN), 2014
302014
Crater detection via genetic search methods to reduce image features
JP Cohen, W Ding
Advances in Space Research, 2014
262014
Academic Torrents: A Community-Maintained Distributed Repository
JP Cohen, HZ Lo
Conference on Extreme Science and Engineering Discovery Environment (XSEDE), 2014
24*2014
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
232018
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
222018
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning
T Milbich, K Roth, H Bharadhwaj, S Sinha, Y Bengio, B Ommer, JP Cohen
European Conference on Computer Vision (ECCV), 2020
152020
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