Artificial Intelligence
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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
Synthetic Data
Artificially generated data mimicking real-world distributions
Quantization
Reducing model precision from 32-bit to lower bit representations
Deep Learning
Machine learning using multi-layered neural networks
Edge AI
Running AI on local devices instead of the cloud
Natural Language Processing
AI field enabling computers to understand human language
Chain-of-Thought
Technique encouraging AI to show step-by-step reasoning