34 citations · 55 across the 8 of their papers we have counts for
8 papers
Autonomous Fashion Outfit Composition via Unified Aesthetic Foresight Model
Kaicheng Pang, Xingxing Zou, Ruohan Xu +1
Fashion Outfit Composition (FOC) requires sequentially assembling fashion items into a stylistically cohesive ensemble. Existing works struggle to model this step-by-step process e…
Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories
Junyao Hu, Zhongwei Cheng, Waikeung Wong +1
Virtual try-on (VTON) has advanced single-garment visualization, yet real-world fashion centers on full outfits with multiple garments, accessories, fine-grained categories, layeri…
FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model
Kaicheng Pang, Xingxing Zou, Waikeung Wong
Fashion styling and personalized recommendations are pivotal in modern retail, contributing substantial economic value in the fashion industry. With the advent of vision-language m…
REB: Reducing Biases in Representation for Industrial Anomaly Detection
Shuai Lyu, Dongmei Mo, Waikeung Wong
Existing representation-based methods usually conduct industrial anomaly detection in two stages: obtain feature representations with a pre-trained model and perform distance measu…
Effective Transfer of Pretrained Large Visual Model for Fabric Defect Segmentation via Specifc Knowledge Injection
Zhewei Chen, Wai Keung Wong, Zuofeng Zhong +2
Fabric defect segmentation is integral to textile quality control. Despite this, the scarcity of high-quality annotated data and the diversity of fabric defects present significant…
Dress Well via Fashion Cognitive Learning
Kaicheng Pang, Xingxing Zou, Waikeung Wong
Fashion compatibility models enable online retailers to easily obtain a large number of outfit compositions with good quality. However, effective fashion recommendation demands pre…
fAshIon after fashion: A Report of AI in Fashion
Xingxing Zou, Waikeung Wong
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 dis…
Regularizing Reasons for Outfit Evaluation with Gradient Penalty
Xingxing Zou, Zhizhong Li, Ke Bai +2
In this paper, we build an outfit evaluation system which provides feedbacks consisting of a judgment with a convincing explanation. The system is trained in a supervised manner wh…