Fashion recommendation is a key research field in computational fashion research and has
attracted considerable interest in the computer vision, multimedia, and information retrieval …

As one of the most advanced techniques in AI, Retrieval-Augmented Generation (RAG) can
offer reliable and up-to-date external knowledge, providing huge convenience for numerous …

Outfit Recommendation (OR) in the fashion domain has evolved through two stages: Pre-
defined Outfit Recommendation and Personalized Outfit Composition. However, both stages …

Most existing image-text matching methods adopt triplet loss as the optimization objective,
and choosing a proper negative sample for the triplet of< anchor, positive, negative> is …

This paper reports on the development of a novel style guided diffusion model (SGDiff)
which overcomes certain weaknesses inherent in existing models for image synthesis. The …

We study the task of image retrieval with text feedback, where a reference image and
modification text are composed to retrieve the desired target image. To accomplish this goal …

Automatic bundle construction is a crucial prerequisite step in various bundle-aware online
services. Previous approaches are mostly designed to model the bundling strategy of …

Personalized fashion matching task aims to predict the compatible fashion items given
available ones for specific users through the effective modeling of the third-order interaction …