Representation Learning, Autoencoder, Self Supervised Learning, Machine Learning, Artificial Intelligence.
might end up ‘memorizing’ the training data. This over-specification leads to poor generalization when introduced to unseen data. While models like DINO and other self-supervised approaches offer ways to combat this, the problem remains a concern. Interpreting Learned Representations: One