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Author

Boyun Li

Sichuan University

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Aug 2026

FaverNet: All-in-One Video Restoration via Frequency-Discriminative Conditioning

This work proposes FaverNet, a Frequency-guided All-in-one VidEo Restoration Network, which incorporates a Frequency-discriminative Conditioning Mechanism (FCM) and a Prompt-guided Alignment Mechanism (PAM), which enhances the degradation-awareness of the restoration process by conditioning the model with degradation cues extracted from frequency domain.

Haiyu Zhao, Yuanbiao Gou, Boyun Li et al. · 0 citations

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