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topological feature

34 papers

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persistent homology (18) graph neural network (10) topological data analysis (4) link prediction (4) persistence diagram (3) persistence barcode (3) message passing (3) deep learning (3) point cloud (3) graph representation learning (3)

Papers

Persistence Enhanced Graph Neural Network AISTATS 2020 PLLay: Efficient Topological Layer based on Persistent Landscapes NeurIPS 2020 Sequential Motif Profiles and Topological Plots for Offline Signature Verification CVPR 2020 Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018 Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NeurIPS 2018 Persistence Images: A Stable Vector Representation of Persistent Homology JMLR 2017 Dual-Space Decomposition of 2D Complex Shapes CVPR 2014 Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013 Link Discovery using Graph Feature Tracking NeurIPS 2010