Leveraging Class Similarity to Improve Deep Neural Network Robustness

Pooran Singh Negi, David chan, Mohammad Mahoor

Traditionally artificial neural networks (ANNs) are trained by minimizing the cross-entropy between a provided groundtruth delta distribution (encoded as one-hot vector) and the AN…