A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids

12 April 2019

Papers citing "A New Loss Function for CNN Classifier Based on Pre-defined Evenly-Distributed Class Centroids"

5 / 5 papers shown

Title
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization Jean-Rémy Conti Stéphan Clémençon 17 0 0 27 Apr 2025
Out-of-distribution detection based on subspace projection of high-dimensional features output by the last convolutional layer Qiuyu Zhu Yiwei He OODD 26 1 0 02 May 2024
A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics Francesco Marchetti Sabrina Guastavino C. Campi F. Benvenuto Michele Piana 13 1 0 22 May 2023
Effective Out-of-Distribution Detection in Classifier Based on PEDCC-Loss Qiuyu Zhu Guohui Zheng Yingying Yan OODD 14 8 0 10 Apr 2022
A Softmax-free Loss Function Based on Predefined Optimal-distribution of Latent Features for Deep Learning Classifier Qiuyu Zhu Xuewen Zu 25 5 0 25 Nov 2021