persistence diagram

FILTR: Extracting Topological Features from Pretrained 3D Models CVPR 2026 Persistence Diagrams Estimation of Multivariate Piecewise Hölder-continuous Signals JMLR 2026 Provably Correct k-Means Clustering of Persistence Diagrams UAI 2026 TopoCL: Topological Contrastive Learning for Medical Imaging CVPR 2026 Signal Recovery from Random Dot-Product Graphs under Local Differential Privacy AISTATS 2025 A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams AAAI 2024 Differentially Private Topological Data Analysis JMLR 2024 Do Topological Characteristics Help in Knowledge Distillation? ICML 2024 Line Graph Vietoris-Rips Persistence Diagram for Topological Graph Representation Learning JMLR 2024 On the estimation of persistence intensity functions and linear representations of persistence diagrams AISTATS 2024 Wasserstein convergence of Cech persistence diagrams for samplings of submanifolds NeurIPS 2024 Persistent Homology through Image Segmentation (Student Abstract) AAAI 2023 Towards a Persistence Diagram that is Robust to Noise and Varied Densities ICML 2023 A Computationally Efficient Framework for Vector Representation of Persistence Diagrams JMLR 2022 Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT NeurIPS 2022 A Fast and Robust Method for Global Topological Functional Optimization AISTATS 2021 ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning AISTATS 2021 Learning Hyperbolic Representations of Topological Features ICLR 2021 PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures AISTATS 2020 Robust Persistence Diagrams using Reproducing Kernels NeurIPS 2020 Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence NeurIPS 2020 Learning metrics for persistence-based summaries and applications for graph classification NeurIPS 2019 Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019 Persistence Bag-of-Words for Topological Data Analysis IJCAI 2019 Polynomial Representation for Persistence Diagram CVPR 2019