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geometric learning
geometric learning
40 papers
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Co-occurring keywords
point cloud
(1480)
3d vision
(1098)
graph neural network
(3962)
neural network
(6616)
3d reconstruction
(2253)
point cloud analysis
(29)
depth estimation
(1542)
manifold learning
(403)
camera pose
(159)
6d pose estimation
(103)
Papers
CloudMamba: Grouped Selective State Spaces for Point Cloud Analysis
AAAI 2026
Guiding Point Cloud Denoising with Learned Structural Priors
AAAI 2026
GeoHSAF: Geometric Hippocampus Shape Analysis Framework for Longitudinal Alzheimer's Disease Classification
WACV 2026
Hierarchical and Stochastic Crystallization Learning: Geometrically Leveraged Nonparametric Regression with Delaunay Triangulation
JMLR 2025
The GeometricKernels Package: Heat and Matérn Kernels for Geometric Learning on Manifolds, Meshes, and Graphs
JMLR 2025
Geometric Operator Learning with Optimal Transport
JMLR 2025
Domain-aware Category-level Geometry Learning Segmentation for 3D Point Clouds
ICCV 2025
MoGe: Unlocking Accurate Monocular Geometry Estimation for Open-Domain Images with Optimal Training Supervision
CVPR 2025
Towards Attribution of Generators and Emotional Manipulation in Cross-Lingual Synthetic Speech using Geometric Learning
AACL 2025
GeoLRM: Geometry-Aware Large Reconstruction Model for High-Quality 3D Gaussian Generation
NIPS 2024
Self-Annotated 3D Geometric Learning for Smeared Points Removal
WACV 2024
SphereDiffusion: Spherical Geometry-Aware Distortion Resilient Diffusion Model
AAAI 2024
LTA-PCS: Learnable Task-Agnostic Point Cloud Sampling
CVPR 2024
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis
CVPR 2024
Full-Atom Peptide Design with Geometric Latent Diffusion
NIPS 2024
SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration
AAAI 2024
MatchU: Matching Unseen Objects for 6D Pose Estimation from RGB-D Images
CVPR 2024
Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
NIPS 2024
Equivariant Neural Operator Learning with Graphon Convolution
NIPS 2023
CC3D: Layout-Conditioned Generation of Compositional 3D Scenes
ICCV 2023
GAM: Gradient Attention Module of Optimization for Point Clouds Analysis
AAAI 2023
Fourier Neural Operator with Learned Deformations for PDEs on General Geometries
JMLR 2023
E$(n)$ Equivariant Message Passing Simplicial Networks
ICML 2023
CellTypeGraph: A New Geometric Computer Vision Benchmark
CVPR 2022
DGECN: A Depth-Guided Edge Convolutional Network for End-to-End 6D Pose Estimation
CVPR 2022
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