geometric deep learning

Efficient Deformable Shape Correspondence via Multiscale Spectral Manifold Wavelets Preservation CVPR 2021 Embed Me if You Can: A Geometric Perceptron ICCV 2021 Fast End-to-End Learning on Protein Surfaces CVPR 2021 Gauge Equivariant Transformer NeurIPS 2021 GemNet: Universal Directional Graph Neural Networks for Molecules NeurIPS 2021 Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition ICCV 2021 Intrinsic-Extrinsic Convolution and Pooling for Learning on 3D Protein Structures ICLR 2021 MongeNet: Efficient Sampler for Geometric Deep Learning CVPR 2021 Picasso: A CUDA-Based Library for Deep Learning Over 3D Meshes CVPR 2021 Point-based Acoustic Scattering for Interactive Sound Propagation via Surface Encoding IJCAI 2021 Principled Simplicial Neural Networks for Trajectory Prediction ICML 2021 SE(3)-equivariant prediction of molecular wavefunctions and electronic densities NeurIPS 2021 TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021 Universal Spectral Adversarial Attacks for Deformable Shapes CVPR 2021 Deep Geometric Functional Maps: Robust Feature Learning for Shape Correspondence CVPR 2020 DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes CVPR 2020 DyERNIE: Dynamic Evolution of Riemannian Manifold Embeddings for Temporal Knowledge Graph Completion EMNLP 2020 Fast geometric learning with symbolic matrices NeurIPS 2020 Geometrically Principled Connections in Graph Neural Networks CVPR 2020 Geometric Deep Learning Models for Linking Character Names in Novels COLING 2020 MeshSDF: Differentiable Iso-Surface Extraction NeurIPS 2020 Non-Euclidean Universal Approximation NeurIPS 2020 PFCNN: Convolutional Neural Networks on 3D Surfaces Using Parallel Frames CVPR 2020 Primal-Dual Mesh Convolutional Neural Networks NeurIPS 2020 Rotation Equivariant Graph Convolutional Network for Spherical Image Classification CVPR 2020