AI Glossary Term

What is Diffusion Model?

Definition

A generative architecture that learns to reverse noise to synthesize images, audio, or other content.

Related terms

Generative AI
AI systems that produce new content such as text, images, audio, video, or code.
CLIP
A multimodal model architecture that learns shared representations between text and images.
Convolutional Neural Network (CNN)
A neural architecture optimized for processing grid-like data such as images.
Embedding
A numeric vector representation that captures semantic meaning of text, images, or other data.
GAN (Generative Adversarial Network)
A generative setup where a generator and discriminator train against each other.
Differential Privacy
A privacy technique that adds statistical noise so individual records cannot be reliably inferred from outputs.

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