Author

Xichen Pan

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#artificial intelligence Mar 2026

V-Co: A Closer Look at Visual Representation Alignment via Co-Denoising

V-Co, a systematic study of visual co-denoising in a unified JiT-based framework, outperforms the underlying pixel-space diffusion baseline and strong prior pixel-diffusion methods while using fewer training epochs, offering practical guidance for future representation-aligned generative models.

Han Lin, Xichen Pan, Zun Wang et al. · arXiv.org · 0 citations