An End-to-End Text-Independent Speaker Identification System on ...
cross-entropy, joint-softmax, and focal loss functions outperform the others. ... investigate the effectiveness of this loss function for TD-SV, ...
Statistical classification by deep networks - EPFL... softmax or the sigmoid functions, that gives rise to two different loss functions. ... [69] Lake, B. M., Ullman, T. D., Tenenbaum, J. B., and Gershman, S. J. ( ... Regularized Softmax Deep Multi-Agent Q-LearningThe gradient resulting from the above form is of a desired form only for k = 1, due to cancellation of terms from the derivatives of l and the softmax function. On Training Targets and Activation Functions for Deep ...Softmax GAN is a novel variant of Generative Adversarial Network (GAN). The key idea of Softmax GAN is to replace the classification loss in ...
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