Generative Models in Detail

AI models for generating new data.

Generative models with AI allow you to automatically create new data similar to training data, using machine learning to learn the data distribution and generate new samples. This provides the ability to create new images, texts, audio, and other types of data that have wide applications in creativity, design, entertainment, and scientific research.

AI improves generative models, making them more accurate and

GANs: Generative Adversarial Networks

VAEs: Variational Autoencoders

live demo · related simulation● LIVE

Diffusion Models: Diffusion Models

Creative Applications

AI capabilities in models

Frequently asked questions

What is Distribution Learning?

Distribution Learning

What is Training the distribution of data??

Training the distribution of data.

What is High quality generation??

High quality generation.

What are Creative Applications?

Creative Applications

▶ Try it live

Everything above runs in your browser — open Hash Function Avalanche Visualizer and change the parameters while it is running. Nothing is installed, nothing is uploaded, the whole model lives in one tab.

▶ Open Hash Function Avalanche Visualizer simulation