Revisiting the Importance of Individual Units in CNNs via Ablation

Bolei Zhou, Yiyou Sun, David Bau +1

We revisit the importance of the individual units in Convolutional Neural Networks (CNNs) for visual recognition. By conducting unit ablation experiments on CNNs trained on large s…