3 papers
cs.LG2026
Fashion Outfit Generation via Unified Sequential Composition Models
Kaicheng Pang, Xingxing Zou, Ruohan Xu +1
The task of synthesizing stylistically coherent fashion outfits from massive item libraries, known as fashion outfit generation, remains a non-trivial challenge, primarily due to t…
cs.CV2025
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…
cs.CV2025
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…