MPRNet
MPRNet
**MPRNet** is a multi-stage progressive image restoration architecture that progressively learns restoration functions for the degraded inputs, thereby breaking down the overall recovery process into more manageable steps. Specifically, the model first learns the contextualized features using encoder-decoder architectures and later combines them with a high-resolution branch that retains local information. At each stage, a per-pixel adaptive design is introduced that leverages in-situ supervised attention to reweight the local features.
Multi-Stage Progressive Image Restoration
https://paperswithcode.com/paper/multi-stage-progressive-image-restoration
Multi-Stage Progressive Image Restoration