GAN

Quick Definition

Two competing neural networks generating synthetic data

Generative Adversarial Networks consist of generator and discriminator networks competing against each other.

deepfakes, image synthesis, data augmentation

generative-ai diffusion-model

Quantifying each input features contribution to predictions

Partitioning images into labeled segments per pixel

Text model representing documents by word frequency counts

AI field enabling computers to understand human language

Identifying unusual patterns that deviate from expected behavior

Adversarial testing of AI models for vulnerabilities