Artificial Intelligence
23 views
Variational Autoencoder
Quick Definition
Generative model using latent space encoding and decoding
Full Definition
A generative model that encodes data into a compressed latent space and decodes it back.
Examples
image generation, anomaly detection, data augmentation
Related Terms
autoencoder
diffusion-model
More Artificial Intelligence Terms
Adversarial Robustness
AI model ability to resist adversarial perturbations
Embedding
Learned vector representations of discrete objects in continuous space
Responsible AI
Framework for developing fair, transparent, accountable AI
Pose Estimation
Detecting human body positions and joint locations
Meta-Learning
Designing models that learn how to learn new tasks
AI Safety
Research ensuring AI is developed safely without harm