Author

Panwen Hu

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Preprint Jul 2026

FADRA: Frequency-Aware Diffusion with Residual Adaptation for Video Face Restoration

FADRA, a frequency-aware diffusion framework with iterative residual adaptation specifically tailored for robust VFR, is proposed and a Frequency-Aware Loss is introduced that provides explicit supervision across multiple spectral bands, emphasizing visually sensitive frequency components that are crucial for perceptua...

Jin Jiang, Jia Wang, Panwen Hu et al. · 0 citations