riemannian geometry

Shape Analysis of Euclidean Curves under Frenet-Serret Framework ICCV 2023 Sliced-Wasserstein on Symmetric Positive Definite Matrices for M/EEG Signals ICML 2023 The Geometry of Neural Nets' Parameter Spaces Under Reparametrization NeurIPS 2023 Understanding the Latent Space of Diffusion Models through the Lens of Riemannian Geometry NeurIPS 2023 A Geometric Perspective on Variational Autoencoders NeurIPS 2022 A Riemannian Framework for Analysis of Human Body Surface WACV 2022 A Statistical Manifold Framework for Point Cloud Data ICML 2022 Diffusion Curvature for Estimating Local Curvature in High Dimensional Data NeurIPS 2022 Log-Euclidean Signatures for Intrinsic Distances Between Unaligned Datasets ICML 2022 MAtt: A Manifold Attention Network for EEG Decoding NeurIPS 2022 Measure Estimation in the Barycentric Coding Model ICML 2022 Riemannian Neural SDE: Learning Stochastic Representations on Manifolds NeurIPS 2022 Shape And Structure Preserving Differential Privacy NeurIPS 2022 Uncertainty Estimation Using Riemannian Model Dynamics for Offline Reinforcement Learning NeurIPS 2022 Understanding Riemannian Acceleration via a Proximal Extragradient Framework COLT 2022 GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition ICCV 2021 Hyperbolic Procrustes Analysis Using Riemannian Geometry NeurIPS 2021 Isometric Gaussian Process Latent Variable Model for Dissimilarity Data ICML 2021 Mirrorless Mirror Descent: A Natural Derivation of Mirror Descent AISTATS 2021 Ultrahyperbolic Neural Networks NeurIPS 2021 Geodesically-convex optimization for averaging partially observed covariance matrices ACML 2020 Geomstats: A Python Package for Riemannian Geometry in Machine Learning JMLR 2020 Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding IJCAI 2020 Nonparametric Fisher Geometry with Application to Density Estimation UAI 2020 Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach ICLR 2020