In the fashion domain, there exists a variety of vision-and-language (V+ L) tasks, including
cross-modal retrieval, text-guided image retrieval, multi-modal classification, and image …

Abstract Large-scale Vision-and-Language (V+ L) pre-training for representation learning
has proven to be effective in boosting various downstream V+ L tasks. However, when it …

Customers on a fashion e-commerce platform although expressing their clothing
preferences through combined imagery and textual information, they are limited to retrieve …

Text-image composed retrieval aims to retrieve the target image through the composed
query, which is specified in the form of an image plus some text that describes desired …

The query for text-guided image retrieval references two parts: the first part is the image, and
the second part is the text describing the part of the image that needs to be modified. By …

This paper introduces a new challenge for image similarity search in the context of fashion,
addressing the inherent ambiguity in this domain stemming from complex images. We …