Shenzhen Institutes of Advanced Technology

How an AI Learns to Recognize Objects by Generating Its Own Examples

This patent describes an enhanced artificial intelligence system that uses two competing networks, a generator and a discriminator, with special 'capsule layers' to create and recognize specific types of data, like images, even with limited initial examples.

AI Method for Sharpening Low-Dose PET Scans with Multi-Task Learning

This patent describes an AI method using a special type of neural network called a multi-task learning generative adversarial network (GAN) to improve the quality of medical images from low-dose PET scans, making them look like standard-dose scans.