Artificial Intelligence
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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
Natural Language Processing
AI field enabling computers to understand human language
Adversarial Robustness
AI model ability to resist adversarial perturbations
Explainable AI
AI that provides understandable explanations for decisions
Multi-Agent System
System of interacting autonomous agents solving complex problems
Variational Autoencoder
Generative model using latent space encoding and decoding
AutoML
Automation of the machine learning pipeline