AI RESEARCH

PROMO: Promptable Outfitting for Efficient High-Fidelity Virtual Try-On

arXiv CS.CV

ArXi:2603.11675v1 Announce Type: new Virtual Try-on (VTON) has become a core capability for online retail, where realistic try-on results provide reliable fit guidance, reduce returns, and benefit both consumers and ants. Diffusion-based VTON methods achieve photorealistic synthesis, yet often rely on intricate architectures such as auxiliary reference networks and suffer from slow sampling, making the trade-off between fidelity and efficiency a persistent challenge.