Modality-Oriented Graph Learning for OCM

Weili Guan, Xuemeng Song, Xiaojun Chang, Liqiang Nie

Research output: Chapter in Book/Report/Conference proceedingChapter (Book)Otherpeer-review

Abstract

Beyond the fashion compatibility modeling, introduced in Chapter 2, which only considers the visual and textual modalities, as well as only the intramodal compatibility, this chapter presents the modality-oriented graph learning for fashion compatibility modeling, whereby both the intramodal and intermodal compatibilities between fashion items are incorporated for propagating over the entire graph.

Original languageEnglish
Title of host publicationGraph Learning for Fashion Compatibility Modeling
EditorsWeili Guan, Xuemeng Song, Xiaojun Chang, Liqiang Nie
Place of PublicationCham Switzerland
PublisherSpringer
Chapter3
Pages25-47
Number of pages23
Edition2nd
ISBN (Electronic)9783031188176
ISBN (Print)9783031188169
DOIs
Publication statusPublished - 2022

Publication series

NameSynthesis Lectures on Information Concepts, Retrieval, and Services
PublisherSpringer Nature
ISSN (Print)1947-945X
ISSN (Electronic)1947-9468

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