AI RESEARCH
FashionMV: Product-Level Composed Image Retrieval with Multi-View Fashion Data
arXiv CS.AI
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ArXi:2604.10297v1 Announce Type: cross Composed Image Retrieval (CIR) retrieves target images using a reference image paired with modification text. Despite rapid advances, all existing methods and datasets operate at the image level -- a single reference image plus modification text in, a single target image out -- while real e-commerce users reason about products shown from multiple viewpoints. We term this mismatch View Incompleteness and formally define a new Multi-View CIR task that generalizes standard CIR from image-level to product-level retrieval.