TAMF-VTON: Token-Wise Sparse Adaptation for Mask-Free Virtual Try-On

Name: TAMF-VTON: Token-Wise Sparse Adaptation for Mask-Free Virtual Try-On
Uploaded: 2026-10-22T01:30:06.445877+00:00
Duration: 381 s
Description: TAMF-VTON is a texture-aware, mask-free framework for virtual try-on that performs high-fidelity image synthesis under unconstrained conditions. It achieves this by using a lightweight Mixture-of-Experts adaptation to inject try-on expertise, a frequency-domain supervision loss to preserve fine textures, and an adaptive inpainting strategy for creating high-quality training data.

TAMF-VTON is a texture-aware, mask-free framework for virtual try-on that performs high-fidelity image synthesis under unconstrained conditions. It achieves this by using a lightweight Mixture-of-Experts adaptation to inject try-on expertise, a frequency-domain supervision loss to preserve fine textures, and an adaptive inpainting strategy for creating high-quality training data.

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