Topology

Outlier-Robust Subsampling Techniques for Persistent Homology JMLR 2023 Topological Data Analysis for Speech Processing Interspeech 2023 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps ICLR 2022 Filtration-Enhanced Graph Transformation IJCAI 2022 Topologically penalized regression on manifolds JMLR 2022 Data-Driven Abstraction of Monotone Systems L4DC 2021 Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation ICCV 2021 The decomposition of the higher-order homology embedding constructed from the k-Laplacian NeurIPS 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 Kernel Method for Persistence Diagrams via Kernel Embedding and Weight Factor JMLR 2018 Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018 Persistence weighted Gaussian kernel for topological data analysis ICML 2016 Statistical Topological Data Analysis - A Kernel Perspective NeurIPS 2015 A Fast and Robust Algorithm to Count Topologically Persistent Holes in Noisy Clouds CVPR 2014 Convergence rates for persistence diagram estimation in Topological Data Analysis ICML 2014 Persistence-based Structural Recognition CVPR 2014 Measuring Flow Complexity in Videos ICCV 2013 Multi-scale Topological Features for Hand Posture Representation and Analysis ICCV 2013 Winding Number for Region-Boundary Consistent Salient Contour Extraction CVPR 2013 Persistent Homology for Learning Densities with Bounded Support NeurIPS 2012 Data Skeletonization via Reeb Graphs NeurIPS 2011