Frontiers

Cross-sectional Study on the Relationship Between Sarcopenia Indicators and Lung Function in a Community-dwelling Population

The final, formatted version of the article will be published soon. Background: With advancing age, multiple systems, including the muscular and respiratory systems, undergo degenerative changes.
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

Beyond NLL: Pathwise Cross-Entropy Loss for Discriminative and Calibrated Event-Time Survival Prediction

Abstract: Deep survival models are increasingly used for time-to-event prediction under censoring, yet training objectives remain a bottleneck. The widely used discrete-time negative log-likelihood ...