Denoising with Bias-Free CNNs
More information on this concept of removing the bias terms of a neural net trained to denoise images, and then using that as a prior for other tasks. Removing the bias leads to increased generalization.
The project page for this bias free denoising research is here.
The githib link for bias free denoising is here.
The arXiv page for the paper is here.
You can watch the paper presentation titled 'Robust and Interpretable Blind Image Denoising via Bias-Free Convolutional Neural Networks' from ICLR here.
You can read the associated paper pdf here.
There is a related paper titled 'How do neural networks denoise natural images?' you can fid here.
You can use this denoiser model as a prior for solving linear inverse problems.
The githib associated with this research is here.