Graph Learning for Fashion Compatibility Modeling (Synthesis Lectures on Information Concepts, Retrieval, and Services) Ed 2 free ebook download.

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Graph Learning for Fashion Compatibility Modeling (Synthesis Lectures on Information Concepts, Retrieval, and Services) Ed 2 free ebook download

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Computer Science

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Author(s):	no autor

Date:	2022	Format:	pdf	Language:	English	ISBN/ASIN:	3031188160
Pages:	126	OCR:		Quality:		ISBN13:
Uploader:	risotor	Upload Date:	11/17/2022 7:12:19 AM

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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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	Title	Link	Password	Size (MB)	Thank to	Inform Admin
3156293	Book	https://rapidgator.net/file/b41de85e5fe6...		0.00	risotor

Tags: Compatibility Concepts Fashion Graph Information Learning Lectures Modeling Retrieval Synthesis

Title	Link	Password	Size	Reason

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