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conftrace_

global covariance pooling

5 papers

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Also known as

GCP

Co-occurring keywords · papers mentioning both

convolutional neural network (2) visual classification (2) gradient predictiveness (1) channel dropout (1) matrix square root (1) matrix power normalization (1) representation decorrelation (1) gradient smoothness (1) covariance pooling (1) generalized gaussian (1)

Papers

Understanding Matrix Function Normalizations in Covariance Pooling through the Lens of Riemannian Geometry ICLR 2025 DropCov: A Simple yet Effective Method for Improving Deep Architectures NeurIPS 2022 Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ICCV 2021 What Deep CNNs Benefit From Global Covariance Pooling: An Optimization Perspective CVPR 2020 Deep Global Generalized Gaussian Networks CVPR 2019