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ozgurkara99 / ISNAS-DIP

ISNAS-DIP: Image Specific Neural Architecture Search for Deep Image Prior [CVPR 2022]
MIT License
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Metrics calculated at initialization #3

Closed FredXL1 closed 2 years ago

FredXL1 commented 2 years ago

Hi @ozgurkara99, I'm wondering about some of the details of the method: you mentioned that the metrics (PSD DB MSE etc.) were calculated at initialization with random CNN output and the corrupted image, does that mean you only passed the noise input into the model once without weight updating, and get the output from there?

ozgurkara99 commented 2 years ago

Yes, with the "random output" we meant the output of the model when it is fed with a noise without performing any optimization step.