Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering
Jingjing Jiang, Ziyi Liu, Nanning Zheng
Topics & Concepts
Information bottleneck methodOverfittingComputer scienceRobustness (evolution)Artificial intelligenceBottleneckQuestion answeringSpurious relationshipMachine learningMutual informationPattern recognition (psychology)Artificial neural networkChemistryEmbedded systemBiochemistryGeneMultimodal Machine Learning ApplicationsDomain Adaptation and Few-Shot LearningAdvanced Image and Video Retrieval Techniques