Learning to Learn with Variational Information Bottleneck for Domain Generalization
Yingjun Du, Jun Xu, Huan Xiong, Qiang Qiu, Xiantong Zhen, Cees G. M. Snoek, Ling Shao
Topics & Concepts
Computer scienceGeneralizationArtificial intelligenceDomain (mathematical analysis)Information bottleneck methodClassifier (UML)Probabilistic logicBottleneckInvariant (physics)Machine learningMutual informationTheoretical computer scienceAlgorithmMathematicsMathematical analysisMathematical physicsEmbedded systemDomain Adaptation and Few-Shot LearningMultimodal Machine Learning Applications