Prototype learning based hierarchical decoupling for multimodal recommendation
Jiangchuan Liu, Yihao Zhang, Qinyang He, Yang Ran, Xibin Wang, Wei Zhou
Topics & Concepts
Computer scienceDiscriminative modelRedundancy (engineering)Artificial intelligenceHuman–computer interactionMachine learningModalitiesInteraction informationDecoupling (probability)Invariant (physics)ModalSource codeAutoencoderKey (lock)Feature learningEncoderExploitModality (human–computer interaction)Representation (politics)ScalabilityBenchmark (surveying)Multimodal interactionMultimodalityTheoretical computer scienceProcess (computing)Code (set theory)Data miningRecommender Systems and TechniquesEmotion and Mood RecognitionAdvanced Graph Neural Networks