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
Hallucination
AI generating confident but factually incorrect information
Transformer
Architecture using self-attention for parallel processing
Diffusion Model
Generative model creating data by iteratively removing noise
Transfer Learning
Adapting a pre-trained model for a different related task
Adversarial Robustness
AI model ability to resist adversarial perturbations
Meta-Learning
Designing models that learn how to learn new tasks