Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective

Quan Cui, Bingchen Zhao, Zhao-Min Chen +5

This work simultaneously considers the discriminability and transferability properties of deep representations in the typical supervised learning task, i.e., image classification.…