IEEE

Global Cross-Entropy Loss for Deep Face Recognition

Abstract: Contemporary deep face recognition techniques predominantly utilize the Softmax loss function, designed based on the similarities between sample features and class prototypes. These ...
Scientific Research Publishing

Ho, Y. and Wookey, S. (2020) The Real-World-Weight Cross-Entropy Loss Function: Modeling the Costs of Mislabeling. IEEE Access, 8, 4806-4813.

ABSTRACT: Treatment-Resistant Depression (TRD) remains one of the most challenging subtypes of major depressive disorder, affecting approximately one-third of patients and leading to significant ...
Scientific Research Publishing

Zhou, Y., Wang, X., Zhang, M., Zhu, J., Zheng, R. and Wu, Q. (2019) MPCE: A Maximum Probability Based Cross Entropy Loss Function for Neural Network Classification. IEEE Access ...

ABSTRACT: Treatment-Resistant Depression (TRD) remains one of the most challenging subtypes of major depressive disorder, affecting approximately one-third of patients and leading to significant ...
IEEE

MixDual-Tuning: Improved Fine-Tuning for Cross-Subject Few-Shot Motor Imagery Classification

Abstract: Motor imagery (MI) brain-computer interfaces (BCIs) face challenges posed by individual differences, and models trained on existing subjects are difficult to apply directly to target ...