Author

Zi-Xiang Ni

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Jul 2026

RADIANCE: Relative Adaptive Denoising with IP-Adapter for Novel Concept Enhancement

RADIANCE is proposed, a training-free framework that treats inference as a closed-loop feedback process that consistently enhances compositional alignment and perceptual quality over state-of-the-art baselines.

Zi-Xiang Ni, Bo-Lun Huang, Teng-Fang Hsiao et al. · arXiv.org · 0 citations