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 …

Analysis of traffic accident causes based on data augmentation and ensemble learning with high-dimensional small-sample data

L Zhu, Z Zhang, D Song, B Chen - Expert Systems with Applications, 2024 - Elsevier
The causes analysis of road traffic accidents is often modelled based on high-dimensional
small-sample data; however, such models often have low predictive accuracy and poor …

Fashion intelligence in the Metaverse: promise and future prospects

X Mu, H Zhang, J Shi, J Hou, J Ma, Y Yang - Artificial Intelligence Review, 2024 - Springer
With the development of artificial intelligence (AI) and the constraints on offline activities
imposed due to the sudden outbreak of the COVID epidemic, the Metaverse has recently …

Generative AI in Fashion: Overview

W Shi, W Wong, X Zou - ACM Transactions on Intelligent Systems and …, 2025 - dl.acm.org
Generative Artificial Intelligence (GenAI) has recently gained immense popularity by offering
various applications for generating high-quality and aesthetically pleasing content of image …

Film-GAN: towards realistic analog film photo generation

H Gong, J Su, KP Seng, A Nguyen, A Liu… - Neural Computing and …, 2024 - Springer
In recent years, the art of film photography has reemerged as a topic of interest for both
researchers and the community. Unlike digital photography, which relies on pixels to capture …

Fcboost-net: A generative network for synthesizing multiple collocated outfits via fashion compatibility boosting

D Zhou, H Zhang, J Ma, J Fan, Z Zhang - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Outfit generation is a challenging task in the field of fashion technology, in which the aim is
to create a collocated set of fashion items that complement a given set of items. Previous …

Mannequin2real: a two-stage generation framework for transforming mannequin images into photorealistic model images for clothing display

H Zhang, X Mu, G Li, Z Xu, X Yu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The rapid development of e-commerce has significantly influenced consumer behavior, and
online clothing purchases have been increasing. To effectively showcase clothing items to …