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Information bottleneck and selective noise supervision for zero-shot learning

Lei Zhou, Yang Liu, Pengcheng Zhang, Xiao Bai, Lin Gu, Jun Zhou, Yazhou Yao, Tatsuya Harada, Jin Zheng, Edwin R. Hancock

2022Machine Learning13 citationsDOIOpen Access PDF

Topics & Concepts

Computer scienceArtificial intelligenceEmbeddingInformation bottleneck methodMachine learningGenerative modelFeature vectorSemantics (computer science)Pattern recognition (psychology)BottleneckGenerative grammarMutual informationEmbedded systemProgramming languageDomain Adaptation and Few-Shot LearningMultimodal Machine Learning ApplicationsCancer-related molecular mechanisms research
Information bottleneck and selective noise supervision for zero-shot learning | Litcius