This book sheds light on state-of-the-art theories for more challenging outfit compatibility modeling scenarios. In particular, this book presents several cutting-edge graph learning techniques that can be used for outfit compatibility modeling. Due to its remarkable economic value, fashion compatibility modeling has gained increasing research attention in recent years. Although great efforts have been dedicated to this research area, previous studies mainly focused on fashion compatibility modeling for outfits that only ...
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This book sheds light on state-of-the-art theories for more challenging outfit compatibility modeling scenarios. In particular, this book presents several cutting-edge graph learning techniques that can be used for outfit compatibility modeling. Due to its remarkable economic value, fashion compatibility modeling has gained increasing research attention in recent years. Although great efforts have been dedicated to this research area, previous studies mainly focused on fashion compatibility modeling for outfits that only involved two items and overlooked the fact that each outfit may be composed of a variable number of items. This book develops a series of graph-learning based outfit compatibility modeling schemes, all of which have been proven to be effective over several public real-world datasets. This systematic approach benefits readers by introducing the techniques for compatibility modeling of outfits that involve a variable number of composing items. To deal with the challenging task of outfit compatibility modeling, this book provides comprehensive solutions, including correlation-oriented graph learning, modality-oriented graph learning, unsupervised disentangled graph learning, partially supervised disentangled graph learning, and metapath-guided heterogeneous graph learning. Moreover, this book sheds light on research frontiers that can inspire future research directions for scientists and researchers.
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Add this copy of Graph Learning for Fashion Compatibility Modeling to cart. $71.78, new condition, Sold by Ria Christie Books rated 5.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2023 by Springer International Publishing AG.
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New. No dust jacket. Contains: Illustrations, black & white, Illustrations, color. Synthesis Lectures on Information Concepts, Retrieval, and Services . XIV, 112 p. 29 illus., 28 illus. in color. Intended for professional and scholarly audience.
Add this copy of Graph Learning for Fashion Compatibility Modeling to cart. $73.21, new condition, Sold by Ria Christie Books rated 5.0 out of 5 stars, ships from Uxbridge, MIDDLESEX, UNITED KINGDOM, published 2023 by Springer International Publishing AG.
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Seller's Description:
New. Contains: Illustrations, black & white, Illustrations, color. Synthesis Lectures on Information Concepts, Retrieval, and Services . XIV, 112 p. 29 illus., 28 illus. in color. Intended for professional and scholarly audience.
Add this copy of Graph Learning for Fashion Compatibility Modeling to cart. $70.05, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2023 by Springer International Publishing AG.
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New. Print on demand Contains: Illustrations, black & white, Illustrations, color. Synthesis Lectures on Information Concepts, Retrieval, and Services . XIV, 112 p. 29 illus., 28 illus. in color. Intended for professional and scholarly audience.
Add this copy of Graph Learning for Fashion Compatibility Modeling to cart. $93.53, new condition, Sold by Ingram Customer Returns Center rated 5.0 out of 5 stars, ships from NV, USA, published 2022 by Springer.
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New. Sewn binding. Cloth over boards. 112 p. Contains: Illustrations, black & white, Illustrations, color, Tables, color. Synthesis Lectures on Information Concepts, Retrieval, and S.
