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
Style Transfer
Applying artistic style of one image to another using neural networks
Diffusion Model
Generative model creating data by iteratively removing noise
Transfer Learning
Adapting a pre-trained model for a different related task
State Space Model
Architecture using linear attention for efficient sequence modeling
Pruning
Removing redundant neural network connections to reduce size
Meta-Learning
Designing models that learn how to learn new tasks