2 papers
cs.CV2026
Orthogonal Polynomial Approximation for Matrix Log Normalization in Global Covariance Pooling
Md Rifat Ur Rahman, Md Raihan Khan, Md Sakib Hossain Shovon +2
Global Covariance Pooling (GCP) improves deep networks by capturing second-order feature statistics, and is especially effective for fine-grained recognition. Because covariance ma…
cs.LG2025
QuanvNeXt: An end-to-end quanvolutional neural network for EEG-based detection of major depressive disorder
Nabil Anan Orka, Ehtashamul Haque, Maftahul Jannat +2
This study presents QuanvNeXt, an end-to-end fully quanvolutional model for EEG-based depression diagnosis. QuanvNeXt incorporates a novel Cross Residual block, which reduces featu…