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A deep learning architecture that embeds a pre-trained GAN (like StyleGAN) into a U-shaped DNN. This allows the model to "fill in the blanks" for missing facial details using its learned knowledge of what human faces look like.

python run_gpen.py --input_path ./inputs/ --output_path ./results/ --size 2048

GPEN does require explicit degradation modeling (hence "blind").

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