WaFIR: Wavelet-Fourier Mixture-of-Experts with Subband-Adaptive Routing for Blind All-in-One Image Restoration
Published in arXiv preprint arXiv:2610.29108, 2026
This paper proposes WaFIR, a Wavelet-Fourier mixture-of-experts with subband-adaptive routing that derives frequency priors from the input image to guide blind all-in-one restoration under unknown degradations (noise, haze, rain).
| arXiv | Code |
Listed in the All-in-One Image Restoration Survey paper list.
Recommended citation: T. N. Nguyen *et al*., "WaFIR: Wavelet-Fourier Mixture-of-Experts with Subband-Adaptive Routing for Blind All-in-One Image Restoration," *arXiv preprint arXiv:2610.29108*, 2026.