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
Named Entity Recognition
Identifying and classifying named entities in text
GAN
Two competing neural networks generating synthetic data
Deep Learning
Machine learning using multi-layered neural networks
Pruning
Removing redundant neural network connections to reduce size
AutoML
Automation of the machine learning pipeline
Federated Learning
Distributed ML training without sharing raw data