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Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

, , , и . (2021)cite arxiv:2104.13478Comment: 156 pages. Work in progress -- comments welcome!.

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Michael M Olsansky

Michael M Joachimski

Michael M Kessels

Michael M Pachinger

Michael M Ritter

 

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Expression-Invariant 3D Face Recognition., , и . AVBPA, том 2688 из Lecture Notes in Computer Science, стр. 62-69. Springer, (2003)ncRNA Classification with Graph Convolutional Networks., , , и . CoRR, (2019)Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting, , , и . (2020)cite arxiv:2006.09252.Locality-Aware Graph-Rewiring in GNNs., , , , и . CoRR, (2023)Dynamic Graph CNN for Learning on Point Clouds., , , , , и . CoRR, (2018)SE(3)-Stochastic Flow Matching for Protein Backbone Generation., , , , , , , , , и . CoRR, (2023)Sheaf Neural Networks with Connection Laplacians., , , , , и . TAG-ML, том 196 из Proceedings of Machine Learning Research, стр. 28-36. PMLR, (2022)Weakly-Supervised Mesh-Convolutional Hand Reconstruction in the Wild., , , , и . CVPR, стр. 4989-4999. Computer Vision Foundation / IEEE, (2020)Shape Palindromes: Analysis of Intrinsic Symmetries in 2D Articulated Shapes., , , и . SSVM, том 6667 из Lecture Notes in Computer Science, стр. 665-676. Springer, (2011)A Correspondence-Less Approach to Matching of Deformable Shapes., , и . SSVM, том 6667 из Lecture Notes in Computer Science, стр. 592-603. Springer, (2011)