Author

Tai-Lai Chen

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Preprint Sep 2026

Visual Autoregressive Priors for RAW-to-sRGB Image Signal Processing

This paper presents the first application of visual autoregressive (VAR) next-scale prediction over a discrete image codebook to the RAW-to-sRGB ISP task and proposes a frequency-decomposed color loss that separately supervises low-frequency tone via wavelet LL cosine similarity and chromatic edges via detail-band $\el...

Tai-Lai Chen, Xiao-Tong Luo, Yuan Gao et al. · 0 citations