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

collaborators

7 papers

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.LG2025★ 37 cited

Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework

Dongliang Zhou, Haijun Zhang, Kai Yang +5

The field of fashion compatibility learning has attracted great attention from both the academic and industrial communities in recent years. Many studies have been carried out for…

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…

cs.RO2023★ 24 cited

Safe-VLN: Collision Avoidance for Vision-and-Language Navigation of Autonomous Robots Operating in Continuous Environments

Lu Yue, Dongliang Zhou, Liang Xie +3

The task of vision-and-language navigation in continuous environments (VLN-CE) aims at training an autonomous agent to perform low-level actions to navigate through 3D continuous s…