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cross-modal consistency 1graph-based recommendation 1modality imputation 1multimodal recommendation 1preference adaptation 1

From the 1 of 1 linked paper with an AI index.

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1 paper

cs.IR2026

CaIRec: Calibrated Modality Imputation for Incomplete Multimodal Recommendation

Ruiyu Liu, Xiaohao Liu, Miaomiao Cai +2

The paper introduces CaIRec, a two-stage method that fills in missing image or text features for items in multimodal recommender systems while ensuring the recovered modalities are…