Patent ID: 11869170
Assignee: GOOGLE LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 19:
20. The system of claim 19, the operations further comprising:
processing a second training network input comprising the training input image using the super-resolution neural network and in accordance with current values of the super-resolution parameters to generate a second training super-resolution output image; and
processing a third critic input generated from (i) the training input image and (ii) the second training super-resolution output image generated by the super-resolution neural network using the critic neural network and in accordance with the current values of the critic parameters to generate a latent representation of the third critic input in the perceptual latent space and a third critic score that represents a perceptual similarity between the training input image and the second training super-resolution output image;
wherein the generator loss function also includes a first Generative Adversarial Network (GAN) loss that encourages increased perceptual similarity between the training input image and the second training super-resolution output image.