2 papers
cs.CV2026
TryOnReward: Learning Foveated Consistency for Reinforcement Fine-Tuning of Virtual Try-On
Xueheng Li, Yong Liu, Xiaolong Fu +5
Virtual Try-On (VTON) aims to dress a person with the reference garment, producing visually reasonable results aligned with human preferences. Turning this preference-oriented goal…
cs.CV2026
Oxygen-TryOn: Fashion-Native Foundation Model for Any-item Virtual Try-On
Yong Liu, Xiaolong Fu, Zihang Xu +10
We present Oxygen-TryOn, a unified foundation model for any-item virtual try-on. Rather than repurposing a general-purpose image editor, Oxygen-TryOn is fashion-native, built for t…