geometric learning

4C4D: 4 Camera 4D Gaussian Splatting CVPR 2026 CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis AAAI 2026 GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification WACV 2026 Guiding Point Cloud Denoising with Learned Structural Priors AAAI 2026 Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds ICCV 2025 Geometric Operator Learning with Optimal Transport JMLR 2025 Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation JMLR 2025 MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision CVPR 2025 The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs JMLR 2025 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation NeurIPS 2024 Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation NeurIPS 2024 Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis CVPR 2024 LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling CVPR 2024 MatchU: Matching Unseen Objects for 6D Pose Estimation from RGB-D Images CVPR 2024 Self-Annotated 3D Geometric Learning for Smeared Points Removal WACV 2024 SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration AAAI 2024 SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model AAAI 2024 CC3D: Layout-Conditioned Generation of Compositional 3D Scenes ICCV 2023 E$(n)$ Equivariant Message Passing Simplicial Networks ICML 2023 Equivariant Neural Operator Learning with Graphon Convolution NeurIPS 2023 Fourier Neural Operator with Learned Deformations for PDEs on General Geometries JMLR 2023 GAM: Gradient Attention Module of Optimization for Point Clouds Analysis AAAI 2023 3D Infomax improves GNNs for Molecular Property Prediction ICML 2022 A Unified Hard-Constraint Framework for Solving Geometrically Complex PDEs NeurIPS 2022