conftrace_

geometric deep learning

117 papers

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Also known as

GDL

Co-occurring keywords

graph neural network (3962) point cloud (1480) manifold learning (403) 3d vision (1098) equivariant neural network (75) mesh processing (31) neural network (6616) shape correspondence (55) convolutional neural network (4226) diffusion model (3751)

Papers

Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence CVPR 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes CVPR 2020
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification CVPR 2020
Geometric Deep Learning Models for Linking Character Names in Novels COLING 2020
Fast geometric learning with symbolic matrices NIPS 2020
MeshNet: Mesh Neural Network for 3D Shape Representation AAAI 2019
Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling CVPR 2019
ABC: A Big CAD Model Dataset for Geometric Deep Learning CVPR 2019
Surface Networks via General Covers ICCV 2019
Geometric Scattering for Graph Data Analysis ICML 2019
Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019
DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals ICCV 2019
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NIPS 2018
SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels CVPR 2018
Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NIPS 2017
Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs CVPR 2017
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015