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IC-1486
HiFaceGAN's FID degrades from 34.83 to 320.41 under Gaussian noise at the highest tested intensity for face super-resolution
[eval]
IC-554
In Stable Diffusion 1.4, 1.5, 2.0, and 3.0, parameters with the smallest absolute values (below ~10^-3) do not contribute to the generative process, and this ineffectiveness is caused by stochastic training dynamics rather than architectural redundancy.
[eval]
IC-603
SIREN's embedding layer is not effectively optimized by gradient descent, so its embedding frequencies must be set as a hyperparameter
[eval]