Deep Learning, Artificial Intelligence, Convolutional Network, Semi Supervised Learning, Image Classification.
fjk(xi) is the k-th element of prediction vector fj(xi), this loss function for the training sample xi, so called ME loss, is defined as follows: where ME stands for mutual-exclusivity. In the experiments, we show that the combination of both loss functions leads to further improvements in the