Representation Learning

• Reconstruction Loss
• Bisimulation Metric
• JEPA like or Variational Auto Encoder like: Variational reconstruction representation
• Successor Representation
• GANs

Backlinks

• Siamese Networks
• Every Model Learned by Gradient Descent Is Approximately a Kernel Machine
• Do Deep NN learn representations?