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

Fast End-to-End Learning on Protein Surfaces CVPR 2021
Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes CVPR 2021
Classification of hierarchical text using geometric deep learning: the case of clinical trials corpus EMNLP 2021
A Functional Approach to Rotation Equivariant Non-Linearities for Tensor Field Networks. CVPR 2021
Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding IJCAI 2021
GemNet: Universal Directional Graph Neural Networks for Molecules NIPS 2021
Principled Simplicial Neural Networks for Trajectory Prediction ICML 2021
Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition ICCV 2021
CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds ICCV 2021
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction NIPS 2021
SE(3)-equivariant prediction of molecular wavefunctions and electronic densities NIPS 2021
Gauge Equivariant Transformer NIPS 2021
MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021
Universal Spectral Adversarial Attacks for Deformable Shapes CVPR 2021
Embed Me if You Can: A Geometric Perceptron ICCV 2021
Deepening the Sense of Touch in Planetary Exploration with Geometric and Topological Deep Learning AAAI 2021
Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021
TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021
Geometrically Principled Connections in Graph Neural Networks CVPR 2020
DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020
Primal-Dual Mesh Convolutional Neural Networks NIPS 2020
Non-Euclidean Universal Approximation NIPS 2020
MeshSDF: Differentiable Iso-Surface Extraction NIPS 2020
PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames CVPR 2020
Shape correspondence using anisotropic Chebyshev spectral CNNs CVPR 2020