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Daqi Liu

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Preprint Jul 2026

Structure-Detail Decoupled Autoregressive Generation for Fast and High-Fidelity Virtual Try-On

This work introduces VAR-VTON, a VAR-based VTON model that incorporates garment conditioning and structural guidance for efficient latent-space VTON, and proposes STAR-VTON, a Two-Stage AutoRegressive framework that builds upon VAR-VTON by decoupling latent-space structural synthesis from pixel-space detail recovery.

Lu Yang, Xiaonan Hu, Yanan Li et al. · 0 citations