Cross-modal Contrastive Learning for Generalizable and Efficient Image-text Retrieval
Haoyu Lu, Yuqi Huo, Mingyu Ding, Nanyi Fei, Zhiwu Lu
Topics & Concepts
Generalizability theoryComputer scienceInferenceArtificial intelligenceModalComputationImage (mathematics)Feature learningMachine learningNatural language processingPattern recognition (psychology)AlgorithmMathematicsPolymer chemistryChemistryStatisticsMultimodal Machine Learning ApplicationsAdvanced Image and Video Retrieval TechniquesDomain Adaptation and Few-Shot Learning