Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization

15 April 2019

Lei Zhang

Papers citing "Deep CNNs Meet Global Covariance Pooling: Better Representation and Generalization"

20 / 20 papers shown

Title
Conditional Temporal Neural Processes with Covariance Loss Boseon Yoo Jiwoo Lee Janghoon Ju Seijun Chung Soyeon Kim Jaesik Choi 70 15 0 01 Apr 2025
A Novel Image Classification Framework Based on Variational Quantum Algorithms Yixiong Chen 32 3 0 13 Dec 2023
Learning Partial Correlation based Deep Visual Representation for Image Classification Saimunur Rahman Piotr Koniusz Lei Wang Luping Zhou Peyman Moghadam Changming Sun SSL 39 9 0 23 Apr 2023
Orthogonal SVD Covariance Conditioning and Latent Disentanglement Yue Song N. Sebe Wei Wang 40 6 0 11 Dec 2022
Batch-efficient EigenDecomposition for Small and Medium Matrices Yue Song N. Sebe Wei Wang 32 2 0 09 Jul 2022
Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality Yue Song N. Sebe Wei Wang 24 8 0 05 Jul 2022
WaveMix: A Resource-efficient Neural Network for Image Analysis Pranav Jeevan Kavitha Viswanathan S. AnanduA A. Sethi 26 20 0 28 May 2022
On the Eigenvalues of Global Covariance Pooling for Fine-grained Visual Recognition Yue Song N. Sebe Wei Wang 38 33 0 26 May 2022
Joint Distribution Matters: Deep Brownian Distance Covariance for Few-Shot Classification Jiangtao Xie Fei Long Jiaming Lv Qilong Wang P. Li 23 161 0 09 Apr 2022
Bi-directional Object-context Prioritization Learning for Saliency Ranking Xin Tian Ke Xu Xin Yang Lin Du Baocai Yin Rynson W. H. Lau 36 24 0 17 Mar 2022
Fast Differentiable Matrix Square Root and Inverse Square Root Yue Song N. Sebe Wei Wang 27 16 0 29 Jan 2022
Fast Differentiable Matrix Square Root Yue Song N. Sebe Wei Wang 19 14 0 21 Jan 2022
SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein Embeddings Yuzhe Lu Xinran Liu Andrea Soltoggio Soheil Kolouri 21 7 0 11 Dec 2021
Fine-Grained Image Analysis with Deep Learning: A Survey Xiu-Shen Wei Yi-Zhe Song Oisin Mac Aodha Jianxin Wu Yuxin Peng Jinhui Tang Jian Yang Serge Belongie 74 279 0 11 Nov 2021
Temporal-attentive Covariance Pooling Networks for Video Recognition Zilin Gao Qilong Wang Bingbing Zhang Q. Hu P. Li 21 25 0 27 Oct 2021
Fine-Grained Adversarial Semi-supervised Learning Daniele Mugnai F. Pernici F. Turchini A. Bimbo 30 8 0 12 Oct 2021
Distribution Knowledge Embedding for Graph Pooling Kaixuan Chen Mingli Song Shunyu Liu Na Yu Zunlei Feng Gengshi Han Xiuming Zhang GNN 47 22 0 29 Sep 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? Yue Song N. Sebe Wei Wang 33 25 0 06 May 2021
Second-Order Pooling for Graph Neural Networks Zhengyang Wang Shuiwang Ji GNN 19 81 0 20 Jul 2020
MatConvNet - Convolutional Neural Networks for MATLAB Andrea Vedaldi Karel Lenc 183 2,946 0 15 Dec 2014