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Catastrophic Overfitting is a Bug but also a Feature
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Guillermo Ortiz-Jiménez, Pau de Jorge, Amartya Sanyal, Adel Bibi, Puneet K. Dokania, Pascal Frossard, Gregory Rogéz, Philip H.S. Torr
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Catastrophic Overfitting is a Bug but also a Feature
ANCER: Anisotropic Certification via Sample-wise Volume Maximization
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Francisco Eiras, Motasem Alfarra, Philip H.S. Torr, Pawan Kumar, Puneet K. Dokania, Bernard Ghanem, Adel Bibi
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ANCER: Anisotropic Certification via Sample-wise Volume Maximization
On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective
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Motasem Alfarra, Adel Bibi, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem
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On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective