A Topological Regularizer for Classifiers via Persistent Homology

27 June 2018

Papers citing "A Topological Regularizer for Classifiers via Persistent Homology"

9 / 9 papers shown

Title
Revisiting Point Cloud Completion: Are We Ready For The Real-World? Stuti Pathak Prashant Kumar Nicholus Mboga Gunther Steenackers R. Penne Rudi Penne 384 0 0 26 Nov 2024
TopoDiffusionNet: A Topology-aware Diffusion Model Saumya Gupta Dimitris Samaras Chong Chen DiffM 79 4 0 22 Oct 2024
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos Giovanni Luca Marchetti Danica Kragic Martina Scolamiero 62 0 0 17 Sep 2024
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 54 242 0 13 Jul 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 50 238 0 11 Jun 2017
Persistence Images: A Stable Vector Representation of Persistent Homology Henry Adams Sofya Chepushtanova Tegan H. Emerson Eric M. Hanson Michael Kirby Francis C. Motta R. Neville C. Peterson Patrick D. Shipman Lori Ziegelmeier 54 674 0 22 Jul 2015
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 47 345 0 21 Dec 2014
Statistical topological data analysis using persistence landscapes Peter Bubenik 134 851 0 27 Jul 2012
Total Variation and Euler's Elastica for Supervised Learning Tong Lin Hanlin Xue Ling Wang H. Zha 40 8 0 18 Jun 2012