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Charles A. Kantor

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affiliation: Harvard University, John A. Paulson School of Engineering and Applied Sciences, Cambridge, MA, USA
affiliation: Stanford University, Institute for Computational and Mathematical Engineering, Stanford, CA, USA
affiliation: Montreal Institute for Learning Algorithms (MILA), Montreal, QC, Canada
affiliation: Paris-Saclay University, CentraleSupélec, Paris, France
affiliation: INRIA, Paris, France

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2020 – today

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2021
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Charles A. Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot:
Over-MAP: Structural Attention Mechanism and Automated Semantic Segmentation Ensembled for Uncertainty Prediction. AAAI 2021: 15316-15322
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Charles A. Kantor, Léonard Boussioux, Brice Rauby, Hugues Talbot:
Gradient-Based Localization and Spatial Attention for Confidence Measure in Fine-Grained Recognition using Deep Neural Networks. AAAI 2021: 15807-15808
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  - journals/corr/abs-2103-11285
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Charles A. Kantor, Marta Skreta, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, Alexandra Luccioni, David Rolnick, Hugues Talbot:
Geo-Spatiotemporal Features and Shape-Based Prior Knowledge for Fine-grained Imbalanced Data Classification. CoRR abs/2103.11285 (2021)
2020
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Charles A. Kantor, Brice Rauby, Léonard Boussioux, Emmanuel Jehanno, André-Philippe Drapeau Picard, Maxim Larrivée, Hugues Talbot:
Asymptotic Cross-Entropy Weighting and Guided-Loss in Supervised Hierarchical Setting using Deep Attention Network. AI4SG@AAAI Fall Symposium 2020

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