Improving adversarial robustness by learning shared information
Xi Yu, Niklas Smedemark-Margulies, Shuchin Aeron, Toshiaki Koike‐Akino, Pierre Moulin, Matthew Brand, Kieran Parsons, Ye Wang
Topics & Concepts
Adversarial systemRobustness (evolution)Computer scienceBottleneckInformation bottleneck methodArtificial intelligenceMachine learningDeep neural networksFormalism (music)Artificial neural networkFeature learningTheoretical computer scienceMutual informationVisual artsGeneArtChemistryBiochemistryEmbedded systemMusicalAdversarial Robustness in Machine LearningAdvanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning