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Randomized Smoothing for Robustness Certification, Statistical Certification of Deep Neural Networks, Confidence Intervals. Certification of Geometric Robustness, Robustness of Deep Neural Networks to Geometric Transformations (Rotations, ... Adversarial Examples, Adversarial Attacks, FGSM, Targeted and Untargeted attacks, Carlini-Wagner attacks, Lp Norms. 00:00 - Intro 03:04 - Agents 05:42 - Agents & Environments 08:48 - Agent Perception 14:32 - Percept Sequence Examples 20:36 ... Advanced Deep Learning for Computer Vision Prof. Laura Leal-Taixé Dynamic Vision and Learning Group Technical University ... Deep Learning in Life Sciences - Organizers: Bolei Zhou Laurens van der Maaten Been Kim Andrea Vedaldi Description: Complex
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