geometric deep learning

Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020 ABC: A Big CAD Model Dataset for Geometric Deep Learning CVPR 2019 DDSL: Deep Differentiable Simplex Layer for Learning Geometric Signals ICCV 2019 Gauge Equivariant Convolutional Networks and the Icosahedral CNN ICML 2019 Geometric Scattering for Graph Data Analysis ICML 2019 MeshNet: Mesh Neural Network for 3D Shape Representation AAAI 2019 Modeling Point Clouds With Self-Attention and Gumbel Subset Sampling CVPR 2019 Surface Networks via General Covers ICCV 2019 A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices NeurIPS 2018 SplineCNN: Fast Geometric Deep Learning With Continuous B-Spline Kernels CVPR 2018 Geometric Deep Learning on Graphs and Manifolds Using Mixture Model CNNs CVPR 2017 Geometric Matrix Completion with Recurrent Multi-Graph Neural Networks NeurIPS 2017 Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple ICCV 2015