A survey on accuracy-oriented neural recommendation: From collaborative filtering to information-rich recommendation

L Wu, X He, X Wang, K Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Influenced by the great success of deep learning in computer vision and language
understanding, research in recommendation has shifted to inventing new recommender …

A review of modern fashion recommender systems

Y Deldjoo, F Nazary, A Ramisa, J Mcauley… - ACM Computing …, 2023 - dl.acm.org
The textile and apparel industries have grown tremendously over the past few years.
Customers no longer have to visit many stores, stand in long queues, or try on garments in …

Fashion recommendation systems, models and methods: A review

S Chakraborty, MS Hoque, N Rahman Jeem… - Informatics, 2021 - mdpi.com
In recent years, the textile and fashion industries have witnessed an enormous amount of
growth in fast fashion. On e-commerce platforms, where numerous choices are available, an …

Artificial Intelligence in Business-to-Customer Fashion Retail: A Literature Review

A Goti, L Querejeta-Lomas, A Almeida, JG de la Puerta… - Mathematics, 2023 - mdpi.com
Many industries, including healthcare, banking, the auto industry, education, and retail, have
already undergone significant changes because of artificial intelligence (AI). Business-to …

OutfitNet: Fashion outfit recommendation with attention-based multiple instance learning

Y Lin, M Moosaei, H Yang - Proceedings of The Web Conference 2020, 2020 - dl.acm.org
Recommending fashion outfits to users presents several challenges. First of all, an outfit
consists of multiple fashion items, and each user emphasizes different parts of an outfit when …

Smart fashion: a review of AI applications in the Fashion & Apparel Industry

SO Mohammadi, A Kalhor - arXiv preprint arXiv:2111.00905, 2021 - arxiv.org
The fashion industry is on the verge of an unprecedented change. The implementation of
machine learning, computer vision, and artificial intelligence (AI) in fashion applications is …

Study of AI-Driven Fashion Recommender Systems

S Shirkhani, H Mokayed, R Saini, HY Chai - SN Computer Science, 2023 - Springer
The rising diversity, volume, and pace of fashion manufacturing pose a considerable
challenge in the fashion industry, making it difficult for customers to pick which product to …

Scalable hyperbolic recommender systems

BP Chamberlain, SR Hardwick, DR Wardrope… - arXiv preprint arXiv …, 2019 - arxiv.org
We present a large scale hyperbolic recommender system. We discuss why hyperbolic
geometry is a more suitable underlying geometry for many recommendation systems and …

Personalized fashion recommendation from personal social media data: An item-to-set metric learning approach

H Zheng, K Wu, JH Park, W Zhu… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
With the growth of online shopping for fashion products, accurate fashion recommendation
has become a critical problem. Meanwhile, social networks provide an open and new data …

WBCAtt: a white blood cell dataset annotated with detailed morphological attributes

S Tsutsui, W Pang, B Wen - Advances in Neural Information …, 2024 - proceedings.neurips.cc
The examination of blood samples at a microscopic level plays a fundamental role in clinical
diagnostics. For instance, an in-depth study of White Blood Cells (WBCs), a crucial …