Riemannian batch normalization for SPD neural networks

3 September 2019

Papers citing "Riemannian batch normalization for SPD neural networks"

20 / 20 papers shown

Title
Wrapped Gaussian on the manifold of Symmetric Positive Definite Matrices Thibault de Surrel Fabien Lotte Sylvain Chevallier Florian Yger 100 1 0 03 Feb 2025
SPDFusion: An Infrared and Visible Image Fusion Network Based on a Non-Euclidean Representation of Riemannian Manifolds Huan Kang Hui Li Tianyang Xu Rui Wang Xiao Wu J. Kittler 97 0 0 16 Nov 2024
Tree-Wasserstein Distance for High Dimensional Data with a Latent Feature Hierarchy Ya-Wei Eileen Lin Ronald R. Coifman Zhengchao Wan Ronen Talmon 156 3 0 28 Oct 2024
Deep Optimal Transport for Domain Adaptation on SPD Manifolds Ce Ju Cuntai Guan 98 3 0 15 Jan 2022
Learning to Approximate a Bregman Divergence Ali Siahkamari Xide Xia Venkatesh Saligrama D. Castañón Brian Kulis 31 7 0 28 May 2019
Fisher-Bures Adversary Graph Convolutional Networks Ke Sun Piotr Koniusz Zhen Wang GNN 44 34 0 11 Mar 2019
ManifoldNet: A Deep Network Framework for Manifold-valued Data Rudrasis Chakraborty Jose J. Bouza J. Manton B. Vemuri 43 16 0 11 Sep 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices Rudrasis Chakraborty Chun-Hao Yang Xingjian Zhen Monami Banerjee Derek B. Archer David E Vaillancourt Vikas Singh B. Vemuri 46 38 0 29 May 2018
Natural Langevin Dynamics for Neural Networks Gaétan Marceau-Caron Yann Ollivier BDL 66 30 0 04 Dec 2017
Towards Faster Training of Global Covariance Pooling Networks by Iterative Matrix Square Root Normalization P. Li Jiangtao Xie Qilong Wang Zilin Gao 56 256 0 04 Dec 2017
Learning a Robust Representation via a Deep Network on Symmetric Positive Definite Manifolds Zhi Gao Yuwei Wu Xingyuan Bu Yunde Jia 61 32 0 17 Nov 2017
DeepKSPD: Learning Kernel-matrix-based SPD Representation for Fine-grained Image Recognition M. Engin Lei Wang Luping Zhou Xinwang Liu 46 54 0 11 Nov 2017
When Kernel Methods meet Feature Learning: Log-Covariance Network for Action Recognition from Skeletal Data Jacopo Cavazza Pietro Morerio Vittorio Murino 47 10 0 03 Aug 2017
Deep manifold-to-manifold transforming network for action recognition Tong Zhang Wenming Zheng Zhen Cui Chaolong Li 34 20 0 30 May 2017
Deep Learning on Lie Groups for Skeleton-based Action Recognition Zhiwu Huang Chengde Wan Thomas Probst Luc Van Gool 3DH 62 280 0 18 Dec 2016
Building Deep Networks on Grassmann Manifolds Zhiwu Huang Jiqing Wu Luc Van Gool 58 162 0 17 Nov 2016
A Riemannian Network for SPD Matrix Learning Zhiwu Huang Luc Van Gool 56 397 0 15 Aug 2016
Riemannian Gaussian Distributions on the Space of Symmetric Positive Definite Matrices Salem Said Lionel Bombrun Y. Berthoumieu J. Manton 44 140 0 07 Jul 2015
Supervised LogEuclidean Metric Learning for Symmetric Positive Definite Matrices Florian Yger Masashi Sugiyama 52 27 0 12 Feb 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 448 43,277 0 11 Feb 2015