Persistence Images: A Stable Vector Representation of Persistent Homology

22 July 2015

Papers citing "Persistence Images: A Stable Vector Representation of Persistent Homology"

50 / 80 papers shown

Title
Scalable Sobolev IPM for Probability Measures on a Graph Tam Le Truyen V. Nguyen H. Hino Kenji Fukumizu 60 0 0 02 Feb 2025
A Metric Topology of Deep Learning for Data Classification Jwo-Yuh Wu L. Huang Wen-Hsuan Li Chun-Hung Liu 83 0 0 20 Jan 2025
Enhancing Graph Representation Learning with Localized Topological Features Zuoyu Yan Qi Zhao Ze Ye Tengfei Ma Liangcai Gao Zhi Tang Yusu Wang Chao Chen 57 0 0 17 Jan 2025
Persistent Homology for Structural Characterization in Disordered Systems An Wang Li Zou 76 1 0 21 Nov 2024
TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs Fan Wang Zhilin Zou N. Sakla Luke Partyka Nil Rawal ... Wei Zhao Haibin Ling Chuan Huang Prateek Prasanna Cen Chen MedIm 29 3 0 05 Nov 2024
Leveraging Topological Guidance for Improved Knowledge Distillation Eun Som Jeon Rahul Khurana Aishani Pathak Pavan Turaga 49 0 0 07 Jul 2024
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data Eun Som Jeon Hongjun Choi A. Shukla Yuan Wang Hyunglae Lee M. Buman Pavan Turaga 35 3 0 07 Jul 2024
D-GRIL: End-to-End Topological Learning with 2-parameter Persistence Soham Mukherjee Shreyas N. Samaga Cheng Xin Steve Oudot Tamal K. Dey 53 6 0 11 Jun 2024
Topological Analysis for Detecting Anomalies (TADA) in Time Series Frédéric Chazal Martin Royer Clément Levrard 54 0 0 10 Jun 2024
Diffeomorphic interpolation for efficient persistence-based topological optimization Mathieu Carrière Marc Theveneau Théo Lacombe 26 1 0 29 May 2024
Topological Feature Search Method for Multichannel EEG: Application in ADHD classification Tianming Cai Guoying Zhao Junbin Zang Chen Zong Zhidong Zhang Chenyang Xue 23 2 0 10 Apr 2024
DE-HNN: An effective neural model for Circuit Netlist representation Zhishang Luo Truong-Son Hy Puoya Tabaghi Donghyeon Koh Michael Defferrard Elahe Rezaei Ryan Carey William Rhett Davis Rajeev Jain Yusu Wang 26 5 0 30 Mar 2024
Topology-Aware Latent Diffusion for 3D Shape Generation Jiangbei Hu Ben Fei Baixin Xu Fei Hou Weidong Yang Shengfa Wang Na Lei Chen Qian Ying He 45 7 0 31 Jan 2024
Tensor-view Topological Graph Neural Network Tao Wen Elynn Chen Yuzhou Chen 39 9 0 22 Jan 2024
Improving Self-supervised Molecular Representation Learning using Persistent Homology Yuankai Luo Lei Shi Veronika Thost SSL 36 8 0 29 Nov 2023
Optimal Transport for Measures with Noisy Tree Metric Tam Le Truyen V. Nguyen Kenji Fukumizu OT 34 4 0 20 Oct 2023
Landslide Topology Uncovers Failure Movements Kamal Rana Kushanav Bhuyan Joaquin Vicente Ferrer Fabrice Cotton U. Öztürk Filippo Catani Nishant Malik AI4CE 32 11 0 14 Oct 2023
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data Dylan Peek Matthew P. Skerritt Stephan Chalup 3DPC 35 1 0 29 Sep 2023
Wasserstein Auto-Encoders of Merge Trees (and Persistence Diagrams) Mathieu Pont Julien Tierny 26 3 0 05 Jul 2023
A fast topological approach for predicting anomalies in time-varying graphs Umar Islambekov Hasani Pathirana O. Khormali Cüneyt Gürcan Akçora Ekaterina Smirnova 21 1 0 11 May 2023
Topological Pooling on Graphs Yuzhou Chen Yulia R. Gel 30 11 0 25 Mar 2023
Euler Characteristic Tools For Topological Data Analysis Olympio Hacquard Vadim Lebovici 28 9 0 24 Mar 2023
Invariant Representations of Embedded Simplicial Complexes Taejin Paik 21 1 0 27 Feb 2023
On the Expressivity of Persistent Homology in Graph Learning Bastian Alexander Rieck Bastian Rieck 24 13 0 20 Feb 2023
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery Andac Demir Baris Coskunuzer I. Segovia-Dominguez Yuzhou Chen Yulia R. Gel B. Kiziltan 18 16 0 07 Nov 2022
$k$ -Means Clustering for Persistent Homology Yueqi Cao P. Leung Anthea Monod 18 3 0 18 Oct 2022
Principal Geodesic Analysis of Merge Trees (and Persistence Diagrams) Mathieu Pont Jules Vidal Julien Tierny 29 7 0 22 Jul 2022
The Topological BERT: Transforming Attention into Topology for Natural Language Processing Ilan Perez Raphael Reinauer 30 17 0 30 Jun 2022
Classification of Stochastic Processes with Topological Data Analysis Ismail Güzel A. Kaygun AI4TS 19 3 0 08 Jun 2022
TopTemp: Parsing Precipitate Structure from Temper Topology Lara Kassab Scott Howland Henry Kvinge K. Kappagantula Tegan H. Emerson 20 3 0 01 Apr 2022
Statistical and Topological Summaries Aid Disease Detection for Segmented Retinal Vascular Images John T. Nardini Charles Pugh H. Byrne 14 4 0 20 Feb 2022
RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds Thibault de Surrel Felix Hensel Mathieu Carrière Théo Lacombe Yuichi Ike Hiroaki Kurihara Marc Glisse Frédéric Chazal 3DPC 13 17 0 03 Feb 2022
Topological Classification in a Wasserstein Distance Based Vector Space Tananun Songdechakraiwut Bryan M. Krause M. Banks K. Nourski B. V. Veen 24 5 0 02 Feb 2022
Persistent Homology for Breast Tumor Classification using Mammogram Scans Aras T. Asaad Dashti Ali Taban F. Majeed R. Rashid 29 11 0 07 Jan 2022
Persformer: A Transformer Architecture for Topological Machine Learning Raphael Reinauer Matteo Caorsi Nicolas Berkouk 32 15 0 30 Dec 2021
Encoding protein dynamic information in graph representation for functional residue identification Chiang Yuan Weiwei Hui Shu-Wei Chang 21 7 0 15 Dec 2021
Nonparametric Topological Layers in Neural Networks Dongfang Zhao 15 0 0 27 Nov 2021
Trigger Hunting with a Topological Prior for Trojan Detection Xiaoling Hu Xiaoyu Lin Michael Cogswell Yi Yao Susmit Jha Chao Chen AAML 24 46 0 15 Oct 2021
Quantitative analysis of phase transitions in two-dimensional XY models using persistent homology Nicholas Sale Jeffrey Giansiracusa B. Lucini 23 19 0 22 Sep 2021
A Gradient Sampling Algorithm for Stratified Maps with Applications to Topological Data Analysis Jacob Leygonie Mathieu Carrière Théo Lacombe S. Oudot 27 9 0 01 Sep 2021
Topological Attention for Time Series Forecasting Sebastian Zeng Florian Graf Christoph Hofer Roland Kwitt AI4TS 13 24 0 19 Jul 2021
Wasserstein Distances, Geodesics and Barycenters of Merge Trees Mathieu Pont Jules Vidal J. Delon Julien Tierny 33 36 0 16 Jul 2021
Topological Detection of Trojaned Neural Networks Songzhu Zheng Yikai Zhang H. Wagner Mayank Goswami Chao Chen AAML 32 40 0 11 Jun 2021
Scalar Field Comparison with Topological Descriptors: Properties and Applications for Scientific Visualization Lin Yan Talha Bin Masood Raghavendra Sridharamurthy Farhan Rasheed Vijay Natarajan Ingrid Hotz Bei Wang 17 68 0 01 Jun 2021
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting Yuzhou Chen I. Segovia-Dominguez Yulia R. Gel AI4TS 29 138 0 10 May 2021
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 108 277 0 20 Apr 2021
Topology-Aware Segmentation Using Discrete Morse Theory Xiaoling Hu Yusu Wang Fuxin Li Dimitris Samaras Chao Chen 29 88 0 18 Mar 2021
Link Prediction with Persistent Homology: An Interactive View Zuoyu Yan Tengfei Ma Liangcai Gao Zhi Tang Chao Chen 22 46 0 20 Feb 2021
Entropy Partial Transport with Tree Metrics: Theory and Practice Tam Le Truyen V. Nguyen OT 38 15 0 24 Jan 2021
TDA-Net: Fusion of Persistent Homology and Deep Learning Features for COVID-19 Detection in Chest X-Ray Images Mustafa Hajij Ghada Zamzmi F. Batayneh 27 21 0 21 Jan 2021