"riemannian manifolds" Papers
14 papers found
Conference
Finite-Time Analysis of Stochastic Nonconvex Nonsmooth Optimization on the Riemannian Manifolds
Emre Sahinoglu, Youbang Sun, Shahin Shahrampour
NEURIPS 2025arXiv:2510.21468
GeoDynamics: A Geometric State‑Space Neural Network for Understanding Brain Dynamics on Riemannian Manifolds
Tingting Dan, Jiaqi Ding, Guorong Wu
NEURIPS 2025oralarXiv:2601.13570
2
citations
GraphMoRE: Mitigating Topological Heterogeneity via Mixture of Riemannian Experts
Zihao Guo, Qingyun Sun, Haonan Yuan et al.
AAAI 2025paperarXiv:2412.11085
17
citations
Neural networks on Symmetric Spaces of Noncompact Type
Xuan Son Nguyen, Yang, Aymeric Histace
ICLR 2025arXiv:2601.01097
1
citations
Residual Deep Gaussian Processes on Manifolds
Kacper Wyrwal, Andreas Krause, Viacheslav (Slava) Borovitskiy
ICLR 2025arXiv:2411.00161
2
citations
RFMPose: Generative Category-level Object Pose Estimation via Riemannian Flow Matching
Wenzhe Ouyang, Qi Ye, Jinghua Wang et al.
NEURIPS 2025
Riemannian Consistency Model
Chaoran Cheng, Yusong Wang, Yuxin Chen et al.
NEURIPS 2025arXiv:2510.00983
2
citations
Riemannian Flow Matching for Brain Connectivity Matrices via Pullback Geometry
Antoine Collas, Ce Ju, Nicolas Salvy et al.
NEURIPS 2025arXiv:2505.18193
4
citations
Spectro-Riemannian Graph Neural Networks
Karish Grover, Haiyang Yu, Xiang song et al.
ICLR 2025arXiv:2502.00401
2
citations
T-REGS: Minimum Spanning Tree Regularization for Self-Supervised Learning
Julie Mordacq, David Loiseaux, Vicky Kalogeiton et al.
NEURIPS 2025spotlightarXiv:2510.23484
Generative Modeling on Manifolds Through Mixture of Riemannian Diffusion Processes
Jaehyeong Jo, Sung Ju Hwang
ICML 2024arXiv:2310.07216
16
citations
Non-parametric Online Change Point Detection on Riemannian Manifolds
Xiuheng Wang, Ricardo Borsoi, Cédric Richard
ICML 2024
Practical Hamiltonian Monte Carlo on Riemannian Manifolds via Relativity Theory
Kai Xu, Hong Ge
ICML 2024
Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity
Chang He, Zhaoye Pan, Xiao Wang et al.
ICML 2024arXiv:2405.05713
8
citations