Artificial Intelligence
276 views
GAN
Quick Definition
Two competing neural networks generating synthetic data
Full Definition
Generative Adversarial Networks consist of generator and discriminator networks competing against each other.
Examples
deepfakes, image synthesis, data augmentation
Related Terms
generative-ai
diffusion-model
More Artificial Intelligence Terms
Word Embedding
Dense vector representation capturing word semantic meaning
Self-Attention
Mechanism allowing sequence positions to attend to all others
Natural Language Processing
AI field enabling computers to understand human language
Adversarial Robustness
AI model ability to resist adversarial perturbations
Pruning
Removing redundant neural network connections to reduce size
AI Safety
Research ensuring AI is developed safely without harm