Author

Kepeng Xu

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Conference Open access Sep 2026

Beyond Pipeline Mimicry: Expert-level Aesthetic ISP via Reward-Guided Flow

This work proposes AesISP, the first expert-level aesthetic ISP framework formulated as a reward flow model, and establishes a Privileged Prior Distillation paradigm, and introduces a multi-dimensional reward-driven reinforcement learning approach.

Tong Qiao, Kepeng Xu, Gang He et al. · Proceedings of the Thirty-Fi... · 0 citations