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Joseph Paul Cohen
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- affiliation: Mila - Quebec AI Institute, Montreal, QC, Canada
- affiliation: University of Massachusetts Boston, Department of Computer Science, MA, USA
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2020 – today
- 2024
- [j7]Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof:
Medical Image Segmentation Review: The Success of U-Net. IEEE Trans. Pattern Anal. Mach. Intell. 46(12): 10076-10095 (2024) - [i50]Zhihong Chen, Maya Varma, Jean-Benoit Delbrouck, Magdalini Paschali, Louis Blankemeier, Dave Van Veen, Jeya Maria Jose Valanarasu, Alaa Youssef, Joseph Paul Cohen, Eduardo Pontes Reis, Emily Bao Tsai, Andrew Johnston, Cameron Olsen, Tanishq Mathew Abraham, Sergios Gatidis, Akshay S. Chaudhari, Curtis P. Langlotz:
CheXagent: Towards a Foundation Model for Chest X-Ray Interpretation. CoRR abs/2401.12208 (2024) - [i49]Louis Blankemeier, Joseph Paul Cohen, Ashwin Kumar, Dave Van Veen, Syed Jamal Safdar Gardezi, Magdalini Paschali, Zhihong Chen, Jean-Benoit Delbrouck, Eduardo Pontes Reis, Cesar Truyts, Christian Bluethgen, Malte Engmann Kjeldskov Jensen, Sophie Ostmeier, Maya Varma, Jeya Maria Jose Valanarasu, Zhongnan Fang, Zepeng Huo, Zaid Nabulsi, Diego Ardila, Wei-Hung Weng, Edson Amaro Júnior, Neera Ahuja, Jason Alan Fries, Nigam H. Shah, Andrew Johnston, Robert D. Boutin, Andrew Wentland, Curtis P. Langlotz, Jason Hom, Sergios Gatidis, Akshay S. Chaudhari:
Merlin: A Vision Language Foundation Model for 3D Computed Tomography. CoRR abs/2406.06512 (2024) - 2023
- [c24]Jameson Merkow, Arjun Soin, Jin Long, Joseph Paul Cohen, Smitha Saligrama, Christopher P. Bridge, Xiyu Yang, Stephen Kaiser, Steven Borg, Ivan Tarapov, Matthew P. Lungren:
CheXstray: A Real-Time Multi-Modal Monitoring Workflow for Medical Imaging AI. MICCAI (3) 2023: 326-336 - [i48]Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari:
The Effect of Counterfactuals on Reading Chest X-rays. CoRR abs/2304.00487 (2023) - [i47]Joseph Paul Cohen, Louis Blankemeier, Akshay Chaudhari:
Identifying Spurious Correlations using Counterfactual Alignment. CoRR abs/2312.02186 (2023) - 2022
- [j6]Neta Gotlieb
, Amirhossein Azhie
The promise of machine learning applications in solid organ transplantation. npj Digit. Medicine 5 (2022) - [c23]Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin, Paul Morrison, Parsa Torabian, Matteo Guarrera, Matthew P. Lungren, Akshay Chaudhari, Rupert Brooks, Mohammad Hashir, Hadrien Bertrand:
TorchXRayVision: A library of chest X-ray datasets and models. MIDL 2022: 231-249 - [i46]Arjun Soin, Jameson Merkow, Jin Long, Joseph Paul Cohen, Smitha Saligrama, Stephen Kaiser, Steven Borg, Ivan Tarapov, Matthew P. Lungren:
CheXstray: Real-time Multi-Modal Data Concordance for Drift Detection in Medical Imaging AI. CoRR abs/2202.02833 (2022) - [i45]Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof:
Medical Image Segmentation Review: The success of U-Net. CoRR abs/2211.14830 (2022) - 2021
- [j5]Saeid Asgari Taghanaki, Kumar Abhishek
Deep semantic segmentation of natural and medical images: a review. Artif. Intell. Rev. 54(1): 137-178 (2021) - [j4]Charley Gros
ivadomed: A Medical Imaging Deep Learning Toolbox. J. Open Source Softw. 6(58): 2868 (2021) - [c22]Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen:
Saliency is a Possible Red Herring When Diagnosing Poor Generalization. ICLR 2021 - [c21]Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi:
Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. ICML 2021: 9095-9106 - [c20]Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari:
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-rays. MIDL 2021: 74-104 - [c19]Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad:
Benefits of Linear Conditioning for Segmentation using Metadata. MIDL 2021: 416-430 - [c18]Tristan Sylvain, Margaux Luck, Joseph Paul Cohen, Héloïse Cardinal, Andrea Lodi, Yoshua Bengio:
Exploring the Wasserstein metric for time-to-event analysis. SPACA 2021: 194-206 - [i44]Joseph Paul Cohen, Rupert Brooks, Sovann En, Evan Zucker, Anuj Pareek, Matthew P. Lungren, Akshay Chaudhari:
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Progressive Exaggeration on Chest X-rays. CoRR abs/2102.09475 (2021) - [i43]Andréanne Lemay, Charley Gros, Olivier Vincent, Yaou Liu, Joseph Paul Cohen, Julien Cohen-Adad:
Benefits of Linear Conditioning for Segmentation using Metadata. CoRR abs/2102.09582 (2021) - [i42]Joseph Paul Cohen, Joseph D. Viviano, Paul Bertin, Paul Morrison, Parsa Torabian, Matteo Guarrera, Matthew P. Lungren, Akshay Chaudhari, Rupert Brooks, Mohammad Hashir, Hadrien Bertrand:
TorchXRayVision: A library of chest X-ray datasets and models. CoRR abs/2111.00595 (2021) - [i41]Enoch Tetteh, Joseph D. Viviano, Yoshua Bengio, David Krueger, Joseph Paul Cohen:
Multi-Domain Balanced Sampling Improves Out-of-Distribution Generalization of Chest X-ray Pathology Prediction Models. CoRR abs/2112.13734 (2021) - 2020
- [j3]Assya Trofimov, Joseph Paul Cohen, Yoshua Bengio, Claude Perreault
Factorized embeddings learns rich and biologically meaningful embedding spaces using factorized tensor decomposition. Bioinform. 36(Supplement-1): i417-i426 (2020) - [c17]Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen:
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning. ECCV (8) 2020: 590-607 - [c16]Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen:
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning. ICML 2020: 8242-8252 - [c15]Hasib Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen:
Uniformizing Techniques to Process CT Scans with 3D CNNs for Tuberculosis Prediction. PRIME@MICCAI 2020: 156-168 - [c14]Joseph Paul Cohen, Mohammad Hashir, Rupert Brooks, Hadrien Bertrand:
On the limits of cross-domain generalization in automated X-ray prediction. MIDL 2020: 136-155 - [c13]Mohammad Hashir, Hadrien Bertrand, Joseph Paul Cohen:
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays. MIDL 2020: 288-303 - [i40]Joseph Paul Cohen, Mohammad Hashir, Rupert Brooks, Hadrien Bertrand:
On the limits of cross-domain generalization in automated X-ray prediction. CoRR abs/2002.02497 (2020) - [i39]Mohammad Hashir, Hadrien Bertrand, Joseph Paul Cohen:
Quantifying the Value of Lateral Views in Deep Learning for Chest X-rays. CoRR abs/2002.02582 (2020) - [i38]Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen:
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning. CoRR abs/2002.08473 (2020) - [i37]Olivier Vincent
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts? CoRR abs/2003.04377 (2020) - [i36]Lucas Rouhier
Spine intervertebral disc labeling using a fully convolutional redundant counting model. CoRR abs/2003.04387 (2020) - [i35]Joseph Paul Cohen, Paul Morrison, Lan Dao:
COVID-19 Image Data Collection. CoRR abs/2003.11597 (2020) - [i34]Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen:
DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning. CoRR abs/2004.13458 (2020) - [i33]Joseph Paul Cohen, Lan Dao, Paul Morrison, Karsten Roth, Yoshua Bengio, Beiyi Shen, Almas Abbasi, Mahsa Hoshmand-Kochi, Marzyeh Ghassemi, Haifang Li, Tim Q. Duong:
Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning. CoRR abs/2005.11856 (2020) - [i32]Joseph Paul Cohen, Paul Morrison, Lan Dao, Karsten Roth, Tim Q. Duong, Marzyeh Ghassemi:
COVID-19 Image Data Collection: Prospective Predictions Are the Future. CoRR abs/2006.11988 (2020) - [i31]Tianshi Cao
A Benchmark of Medical Out of Distribution Detection. CoRR abs/2007.04250 (2020) - [i30]Hasib Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen:
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction. CoRR abs/2007.13224 (2020) - [i29]Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi:
S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning. CoRR abs/2009.08348 (2020) - [i28]Charley Gros, Andréanne Lemay, Olivier Vincent
ivadomed: A Medical Imaging Deep Learning Toolbox. CoRR abs/2010.09984 (2020)
2010 – 2019
- 2019
- [c12]Martin Weiss, Simon Chamorro, Roger Girgis, Margaux Luck, Samira Ebrahimi Kahou, Joseph Paul Cohen, Derek Nowrouzezahrai, Doina Precup, Florian Golemo, Chris Pal:
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments. CoRL 2019: 1314-1327 - [c11]Ali Farshchian, Juan Alvaro Gallego, Joseph Paul Cohen, Yoshua Bengio, Lee E. Miller, Sara A. Solla:
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces. ICLR (Poster) 2019 - [i27]Joseph Paul Cohen, Paul Bertin, Vincent Frappier:
Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System. CoRR abs/1901.11210 (2019) - [i26]Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen:
GradMask: Reduce Overfitting by Regularizing Saliency. CoRR abs/1904.07478 (2019) - [i25]Hadrien Bertrand, Mohammad Hashir, Joseph Paul Cohen:
Do Lateral Views Help Automated Chest X-ray Predictions? CoRR abs/1904.08534 (2019) - [i24]Paul Bertin, Mohammad Hashir, Martin Weiss, Geneviève Boucher, Vincent Frappier, Joseph Paul Cohen:
Analysis of Gene Interaction Graphs for Biasing Machine Learning Models. CoRR abs/1905.02295 (2019) - [i23]Tristan Deleu, Tobias Würfl, Mandana Samiei, Joseph Paul Cohen, Yoshua Bengio:
Torchmeta: A Meta-Learning library for PyTorch. CoRR abs/1909.06576 (2019) - [i22]Joseph D. Viviano, Becks Simpson, Francis Dutil, Yoshua Bengio, Joseph Paul Cohen:
Underwhelming Generalization Improvements From Controlling Feature Attribution. CoRR abs/1910.00199 (2019) - [i21]Saeid Asgari Taghanaki, Kumar Abhishek, Joseph Paul Cohen, Julien Cohen-Adad, Ghassan Hamarneh:
Deep Semantic Segmentation of Natural and Medical Images: A Review. CoRR abs/1910.07655 (2019) - [i20]Mandana Samiei, Tobias Würfl, Tristan Deleu, Martin Weiss, Francis Dutil, Thomas Fevens, Geneviève Boucher, Sébastien Lemieux, Joseph Paul Cohen:
The TCGA Meta-Dataset Clinical Benchmark. CoRR abs/1910.08636 (2019) - [i19]Shawn Tan, Guillaume Androz, Ahmad Chamseddine, Pierre Fecteau, Aaron C. Courville, Yoshua Bengio, Joseph Paul Cohen:
Icentia11K: An Unsupervised Representation Learning Dataset for Arrhythmia Subtype Discovery. CoRR abs/1910.09570 (2019) - [i18]Mohammad Hashir, Paul Bertin, Martin Weiss, Vincent Frappier, Theodore Perkins, Geneviève Boucher
Is graph biased feature selection of genes better than random? CoRR abs/1910.09600 (2019) - [i17]Martin Weiss, Simon Chamorro, Roger Girgis, Margaux Luck, Samira Ebrahimi Kahou, Joseph Paul Cohen, Derek Nowrouzezahrai, Doina Precup, Florian Golemo, Chris Pal:
Navigation Agents for the Visually Impaired: A Sidewalk Simulator and Experiments. CoRR abs/1910.13249 (2019) - 2018
- [c10]Joseph Paul Cohen, Margaux Luck, Sina Honari:
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation. MICCAI (1) 2018: 529-536 - [i16]Joseph Paul Cohen, Margaux Luck, Sina Honari:
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation. CoRR abs/1805.08841 (2018) - [i15]Margaux Luck, Tristan Sylvain, Joseph Paul Cohen, Héloïse Cardinal, Andrea Lodi, Yoshua Bengio:
Learning to rank for censored survival data. CoRR abs/1806.01984 (2018) - [i14]Francis Dutil, Joseph Paul Cohen, Martin Weiss, Georgy Derevyanko, Yoshua Bengio:
Towards Gene Expression Convolutions using Gene Interaction Graphs. CoRR abs/1806.06975 (2018) - [i13]Ali Farshchian, Juan Alvaro Gallego, Joseph Paul Cohen, Yoshua Bengio, Lee E. Miller, Sara A. Solla:
Adversarial Domain Adaptation for Stable Brain-Machine Interfaces. CoRR abs/1810.00045 (2018) - [i12]Assya Trofimov, Francis Dutil, Claude Perreault, Sébastien Lemieux, Yoshua Bengio, Joseph Paul Cohen:
Towards the Latent Transcriptome. CoRR abs/1810.03442 (2018) - [i11]Martin Weiss, Margaux Luck, Roger Girgis, Chris Pal, Joseph Paul Cohen:
A Survey of Mobile Computing for the Visually Impaired. CoRR abs/1811.10120 (2018) - 2017
- [c9]Joseph Paul Cohen, Geneviève Boucher, Craig A. Glastonbury, Henry Z. Lo, Yoshua Bengio:
Count-ception: Counting by Fully Convolutional Redundant Counting. ICCV Workshops 2017: 18-26 - [c8]Alex Lamb, R. Devon Hjelm, Yaroslav Ganin, Joseph Paul Cohen, Aaron C. Courville, Yoshua Bengio:
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models. NIPS 2017: 5089-5098 - [i10]Joseph Paul Cohen, Henry Z. Lo, Yoshua Bengio:
Count-ception: Counting by Fully Convolutional Redundant Counting. CoRR abs/1703.08710 (2017) - [i9]Joseph Paul Cohen, Henry Z. Lo:
ShortScience.org - Reproducing Intuition. CoRR abs/1707.06684 (2017) - [i8]Alex Lamb, R. Devon Hjelm, Yaroslav Ganin, Joseph Paul Cohen, Aaron C. Courville, Yoshua Bengio:
GibbsNet: Iterative Adversarial Inference for Deep Graphical Models. CoRR abs/1712.04120 (2017) - 2016
- [j2]Joseph Paul Cohen
Rapid building detection using machine learning. Appl. Intell. 45(2): 443-457 (2016) - [i7]Joseph Paul Cohen, Henry Z. Lo, Tingting Lu, Wei Ding:
Crater Detection via Convolutional Neural Networks. CoRR abs/1601.00978 (2016) - [i6]Joseph Paul Cohen, Henry Z. Lo, Wei Ding:
RandomOut: Using a convolutional gradient norm to win The Filter Lottery. CoRR abs/1602.05931 (2016) - [i5]Joseph Paul Cohen, Wei Ding, Caitlin Kuhlman, Aijun Chen, Liping Di:
Rapid building detection using machine learning. CoRR abs/1603.04392 (2016) - [i4]Henry Z. Lo, Joseph Paul Cohen:
Academic Torrents: Scalable Data Distribution. CoRR abs/1603.04395 (2016) - 2015
- [c7]Chung-Hsien Yu, Dong Luo, Wei Ding
Spatio-temporal asynchronous co-occurrence pattern for big climate data towards long-lead flood prediction. IEEE BigData 2015: 865-870 - [c6]Henry Z. Lo, Joseph Paul Cohen
Prediction gradients for feature extraction and analysis from convolutional neural networks. FG 2015: 1-6 - [c5]Daniel D. Garcia, Wei Ding
One-Day Activities for K-12 Face-to-Face Outreach. SIGCSE 2015: 520-521 - [i3]Joseph Paul Cohen, Wei Ding, Abraham Bagherjeiran:
Semi-Supervised Web Wrapper Repair via Recursive Tree Matching. CoRR abs/1505.01303 (2015) - [i2]Joseph Paul Cohen, Carla Aravena, Wei Ding:
The cost of reading research. A study of Computer Science publication venues. CoRR abs/1512.00127 (2015) - 2014
- [j1]Tomasz F. Stepinski, Joseph Paul Cohen
Comparing semantically-blind and semantically-aware landscape similarity measures with application to query-by-content and regionalization. Ecol. Informatics 24: 69-77 (2014) - [c4]Ying Mao, Jiayin Wang, Joseph Paul Cohen
PASA: Passive broadcast for smartphone ad-hoc networks. ICCCN 2014: 1-8 - [c3]Joseph Paul Cohen
Academic Torrents: A Community-Maintained Distributed Repository. XSEDE 2014: 2:1-2:2 - 2013
- [i1]Joseph Paul Cohen:
Wireless Message Dissemination via Selective Relay over Bluetooth (MDSRoB). CoRR abs/1307.7814 (2013) - 2011
- [c2]Joseph Paul Cohen
Genetically Enhanced Feature Selection of Discriminative Planetary Crater Image Features. Australasian Conference on Artificial Intelligence 2011: 61-71 - [c1]Siyi Liu, Wei Ding
Bernoulli trials based feature selection for crater detection. GIS 2011: 461-464
Coauthor Index
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last updated on 2024-11-22 19:46 CET by the dblp team
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