Transductive Label Augmentation for Improved Deep Network Learning

Ismail Elezi, Alessandro Torcinovich, Sebastiano Vascon +1

A major impediment to the application of deep learning to real-world problems is the scarcity of labeled data. Small training sets are in fact of no use to deep networks as, due to…