activity
20232026
most citedCOutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles

45 citations · 142 across the 7 of their papers we have counts for

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5 papers · 1 filter

cs.CV2026

PaveBench: A Versatile Benchmark for Pavement Distress Perception and Interactive Vision-Language Analysis

Dexiang Li, Zhenning Che, Haijun Zhang +3

Pavement condition assessment is essential for road safety and maintenance. Existing research has made significant progress. However, most studies focus on conventional computer vi…

cs.CV2025★ 45 cited

COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles

Dongliang Zhou, Haijun Zhang, Qun Li +2

How to recommend outfits has gained considerable attention in both academia and industry in recent years. Many studies have been carried out regarding fashion compatibility learnin…

cs.CV2025★ 18 cited

BC-GAN: A Generative Adversarial Network for Synthesizing a Batch of Collocated Clothing

Dongliang Zhou, Haijun Zhang, Jianghong Ma +1

Collocated clothing synthesis using generative networks has become an emerging topic in the field of fashion intelligence, as it has significant potential economic value to increas…

cs.CV2025★ 11 cited

FCBoost-Net: A Generative Network for Synthesizing Multiple Collocated Outfits via Fashion Compatibility Boosting

Dongliang Zhou, Haijun Zhang, Jianghong Ma +2

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. Pr…

cs.CV2025★ 7 cited

Towards Intelligent Design: A Self-driven Framework for Collocated Clothing Synthesis Leveraging Fashion Styles and Textures

Minglong Dong, Dongliang Zhou, Jianghong Ma +1

Collocated clothing synthesis (CCS) has emerged as a pivotal topic in fashion technology, primarily concerned with the generation of a clothing item that harmoniously matches a giv…