Informative Dropout for Robust Representation Learning: A Shape-bias Perspective

Baifeng Shi, Dinghuai Zhang, Qi Dai +3

Convolutional Neural Networks (CNNs) are known to rely more on local texture rather than global shape when making decisions. Recent work also indicates a close relationship between…