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Topology

41 directly classified papers

Papers per year

Papers

The decomposition of the higher-order homology embedding constructed from the $k$-Laplacian NIPS 2021
Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks AAAI 2021
IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation AAAI 2020
Polynomial Representation for Persistence Diagram CVPR 2019
Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018
Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor JMLR 2018
Persistence weighted Gaussian kernel for topological data analysis ICML 2016
Statistical Topological Data Analysis - A Kernel Perspective NIPS 2015
A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014
Persistence-based Structural Recognition CVPR 2014
Convergence rates for persistence diagram estimation in Topological Data Analysis ICML 2014
Winding Number for Region-Boundary Consistent Salient Contour Extraction CVPR 2013
Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013
Measuring Flow Complexity in Videos ICCV 2013
Persistent Homology for Learning Densities with Bounded Support NIPS 2012
Data Skeletonization via Reeb Graphs NIPS 2011