Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing

International Conference on Machine Learning (ICML), 2024 Certification for machine learning is proving that no adversarial sample can evade a model within a range under certain conditions, a necessity for safety-critical domains. Common certification methods for segmentation use a flat set of fine-...

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Hauptverfasser:	Anani, Alaa, Lorenz, Tobias, Schiele, Bernt, Fritz, Mario
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Computer Vision and Pattern Recognition Computer Science - Learning
Online-Zugang:	Volltext bestellen
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