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cszn / FFDNet

FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018)
https://ieeexplore.ieee.org/abstract/document/8365806/
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Smaller size of denoising network #26

Open JacksonZyy opened 4 years ago

JacksonZyy commented 4 years ago

Hi,

I tried to use an abstract interpretation based verifier to over-approximate and analyze your network FFDNet. But the network contains 175,616 neurons, 15 layers to denoise even mnist image. The verifier can't scale up to handle this large and deep network. Even though I don't think it is possible, but still want to check if you have a smaller size network? Thanks!