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Christian Gagné

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Analyzing Data Augmentation for Medical Images: A Case Study in Ultrasound Images

Mar 14, 2024
Adam Tupper, Christian Gagné

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Improving genetic algorithms performance via deterministic population shrinkage

Jan 22, 2024
Juan Luis Jiménez Laredo, Carlos Fernandes, Juan Julián Merelo, Christian Gagné

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Filtering Pixel Latent Variables for Unmixing Volumetric Images

Dec 08, 2023
Catherine Bouchard, Vincent Boulanger, Flavie Lavoie-Cardinal, Christian Gagné

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Hessian Aware Low-Rank Weight Perturbation for Continual Learning

Nov 26, 2023
Jiaqi Li, Rui Wang, Yuanhao Lai, Changjian Shui, Sabyasachi Sahoo, Charles X. Ling, Shichun Yang, Boyu Wang, Christian Gagné, Fan Zhou

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Domain Agnostic Image-to-image Translation using Low-Resolution Conditioning

May 11, 2023
Mohamed Abid, Arman Afrasiyabi, Ihsen Hedhli, Jean-François Lalonde, Christian Gagné

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Improved Robustness Against Adaptive Attacks With Ensembles and Error-Correcting Output Codes

Mar 04, 2023
Thomas Philippon, Christian Gagné

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On Learning Fairness and Accuracy on Multiple Subgroups

Oct 19, 2022
Changjian Shui, Gezheng Xu, Qi Chen, Jiaqi Li, Charles Ling, Tal Arbel, Boyu Wang, Christian Gagné

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Evolving Domain Generalization

Jun 07, 2022
William Wei Wang, Gezheng Xu, Ruizhi Pu, Jiaqi Li, Fan Zhou, Changjian Shui, Charles Ling, Christian Gagné, Boyu Wang

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Fair Representation Learning through Implicit Path Alignment

May 26, 2022
Changjian Shui, Qi Chen, Jiaqi Li, Boyu Wang, Christian Gagné

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