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 …

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 …

Diffusion models for generative outfit recommendation

Y Xu, W Wang, F Feng, Y Ma, J Zhang… - Proceedings of the 47th …, 2024 - dl.acm.org
Outfit Recommendation (OR) in the fashion domain has evolved through two stages: Pre-
defined Outfit Recommendation and Personalized Outfit Composition. However, both stages …

Personalized fashion outfit generation with user coordination preference learning

Y Ding, PY Mok, Y Ma, Y Bin - Information Processing & Management, 2023 - Elsevier
This paper focuses on personalized outfit generation, aiming to generate compatible fashion
outfits catering to given users. Personalized recommendation by generating outfits of …

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 …

DiFashion: Towards Personalized Outfit Generation

Y Xu, W Wang, F Feng, Y Ma, J Zhang, X He - arxiv preprint arxiv …, 2024 - arxiv.org
The evolution of Outfit Recommendation (OR) in the realm of fashion has progressed
through two distinct phases: Pre-defined Outfit Recommendation and Personalized Outfit …

fashion after fashion: A report of ai in fashion

X Zou, W Wong - arxiv preprint arxiv:2105.03050, 2021 - arxiv.org
In this independent report fAshIon after fashion, we examine the development of fAshIon
(artificial intelligence (AI) in fashion) and explore its potentiality to become a major disruptor …

MCCP: multi-modal fashion compatibility and conditional preference model for personalized clothing recommendation

Y Wang, L Liu, X Fu, L Liu - Multimedia Tools and Applications, 2024 - Springer
Personalized clothing recommendation remains challenging due to the richness of fashion
item representations, the non-uniqueness of fashion compatibility relationship and the …

Coherent and controllable outfit generation

K Li, C Liu, D Forsyth - arxiv preprint arxiv:1906.07273, 2019 - arxiv.org
When thinking about dressing oneself, people often have a theme in mind whether they're
going to a tropical getaway or wish to appear attractive at a cocktail party. A useful outfit …