Vision-Language Alignment Learning Under Affinity and Divergence Principles for Few-Shot Out-of-Distribution Generalization
Lin Zhu, Weihan Yin, Yiyao Yang, Fan Wu, Zhaoyu Zeng, Qinying Gu, Xinbing Wang, Chenghu Zhou, Nanyang Ye
Topics & Concepts
OverfittingComputer scienceSpurious relationshipArtificial intelligenceGeneralizationLeverage (statistics)Machine learningRobustness (evolution)Divergence (linguistics)Language modelPattern recognition (psychology)Artificial neural networkMathematicsPhilosophyChemistryBiochemistryMathematical analysisLinguisticsGeneDomain Adaptation and Few-Shot LearningMultimodal Machine Learning ApplicationsCOVID-19 diagnosis using AI