Unveiling cross-modal consistency: Taming inter- and intra-modal noise for robust multi-modal knowledge graph completion
Bin Chen, Hanting Shen, Zhangtao Cheng, Xueting Liu, Ting Zhong, Fan Zhou
Topics & Concepts
Computer scienceRobustness (evolution)Artificial intelligenceSemantics (computer science)Machine learningRegularization (linguistics)Noise (video)Feature learningGraphModalitiesSensor fusionData miningConsistency (knowledge bases)Noise reductionExploitNoise measurementInformation fusionFocus (optics)Representation (politics)Knowledge representation and reasoningPattern recognition (psychology)Knowledge graphFeature (linguistics)Discriminative modelQuestion answeringFeature selectionFeature engineeringAdvanced Graph Neural NetworksDomain Adaptation and Few-Shot LearningTopic Modeling