Abstract: This paper proposes combining deep neural network classifiers while simultaneously optimizing the networks. The proposed combination scheme enhances the accuracy of each classifier, which, ...
Abstract: Data uncertainty remains a challenging issue in many applications, but few classification algorithms can effectively cope with it. An ensemble approach for uncertain categorical features has ...
This repo contains the official code of the project "Dynamic Residual Classifier for Class Incremental Learning" (ICCV2023). [Paper Link], [Supplementary]. In the following sections, we assume that ...
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