Geometric Deep Learning

less than 1 minute read

Presenter Papers Paper URL Our Slides
spherical Spherical CNNs Pdf Fuwen PDF + Arshdeep Pdf
dynamic Dynamic graph cnn for learning on point clouds, 2018 Pdf Fuwen PDF
basics Geometric Deep Learning (simple introduction video) URL  
matching All Graphs Lead to Rome: Learning Geometric and Cycle-Consistent Representations with Graph Convolutional Networks Pdf Fuwen PDF
completion Geometric matrix completion with recurrent multi-graph neural networks Pdf Fuwen PDF
Tutorial Geometric Deep Learning on Graphs and Manifolds URL Arsh PDF
matching Similarity Learning with Higher-Order Proximity for Brain Network Analysis   Arsh PDF
pairwise Pixel to Graph with Associative Embedding PDF Fuwen PDF
3D 3D steerable cnns: Learning rotationally equivariant features in volumetric data URL Fuwen PDF