Riemannian Local Mechanism for SPD Neural Networks

25 January 2022

Papers citing "Riemannian Local Mechanism for SPD Neural Networks"

8 / 8 papers shown

Title
Learning to Normalize on the SPD Manifold under Bures-Wasserstein Geometry Rui Wang Shaocheng Jin Ziheng Chen Xiaoqing Luo Xiao Wu 51 0 0 01 Apr 2025
RMLR: Extending Multinomial Logistic Regression into General Geometries Ziheng Chen Yue Song Rui Wang Xiaojun Wu N. Sebe 43 2 0 28 Sep 2024
Product Geometries on Cholesky Manifolds with Applications to SPD Manifolds Ziheng Chen Yue Song Xiao-Jun Wu N. Sebe 48 2 0 02 Jul 2024
A Lie Group Approach to Riemannian Batch Normalization Ziheng Chen Yue Song Yunmei Liu N. Sebe BDL 55 6 0 17 Mar 2024
SPD-DDPM: Denoising Diffusion Probabilistic Models in the Symmetric Positive Definite Space Yunchen Li Zhou Yu Gaoqi He Yunhang Shen Ke Li Xing Sun Shaohui Lin DiffM 27 9 0 13 Dec 2023
Riemannian Self-Attention Mechanism for SPD Networks Rui Wang Xiao-Jun Wu Hui Li Josef Kittler 26 1 0 28 Nov 2023
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization Kaixuan Chen Shunyu Liu Tongtian Zhu Tongya Zheng Haofei Zhang Zunlei Feng Jingwen Ye Mingli Song 42 14 0 31 May 2023
Riemannian Multinomial Logistics Regression for SPD Neural Networks Ziheng Chen Yue Song Gaowen Liu Ramana Rao Kompella Xiaojun Wu N. Sebe 43 4 0 18 May 2023