Autoencoder

AI and Machine Learning · Representation Learning · autoencoder.yaml

Compresses input through a bottleneck and reconstructs it. The bottleneck is the whole mechanism: whatever survives it is what the data could not do without.

• supersedescorrects · extends
• classifiesspecializes · part-of
• substitutes forapproximates · alternative-to
• depends onrequires · validates

Colour is the family; a dashed line is the second member of it.

Referenced by

• specializesMasked Autoencoder is a specific case of thisreconstructs patches hidden from the encoder
• specializesVariational Autoencoder is a specific case of thisadds a probabilistic latent and a likelihood bound

References

• Background — Autoencoder on Wikipedia