US Patent:
20220207329, Jun 30, 2022
Inventors:
- Santa Monica CA, US
Oliver Woodford - Santa Monica CA, US
Sergey Tulyakov - Marina del Rey CA, US
Jiazhuo Wang - Santa Monica CA, US
Qing Jin - Palo Alto CA, US
International Classification:
G06N 3/04
G06N 3/08
Abstract:
Systems and methods herein describe an image compression system. The image compression system generates a first generative adversarial network (GAN), identifies a threshold, based on the threshold, generates a second GAN by pruning channels of the first GAN, trains the second GAN using similarity-based knowledge distillation from the first GAN, and stores the trained second GAN.