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Joseph Paul Cohen

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S2SD: Simultaneous Similarity-based Self-Distillation for Deep Metric Learning

Oct 01, 2020
Karsten Roth, Timo Milbich, Björn Ommer, Joseph Paul Cohen, Marzyeh Ghassemi

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Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction

Jul 26, 2020
Hasib Zunair, Aimon Rahman, Nabeel Mohammed, Joseph Paul Cohen

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A Benchmark of Medical Out of Distribution Detection

Jul 08, 2020
Tianshi Cao, Chinwei Huang, David Yu-Tung Hui, Joseph Paul Cohen

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COVID-19 Image Data Collection: Prospective Predictions Are the Future

Jun 22, 2020
Joseph Paul Cohen, Paul Morrison, Lan Dao, Karsten Roth, Tim Q Duong, Marzyeh Ghassemi

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Predicting COVID-19 Pneumonia Severity on Chest X-ray with Deep Learning

Jun 06, 2020
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

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DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning

Apr 29, 2020
Timo Milbich, Karsten Roth, Homanga Bharadhwaj, Samarth Sinha, Yoshua Bengio, Björn Ommer, Joseph Paul Cohen

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COVID-19 Image Data Collection

Mar 25, 2020
Joseph Paul Cohen, Paul Morrison, Lan Dao

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Revisiting Training Strategies and Generalization Performance in Deep Metric Learning

Mar 12, 2020
Karsten Roth, Timo Milbich, Samarth Sinha, Prateek Gupta, Björn Ommer, Joseph Paul Cohen

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