Perturbation Robust Representations of Topological Persistence Diagrams

Perturbation Robust Representations of Topological Persistence Diagrams

26 July 2018

Kowshik Thopalli

Karthikeyan N. Ramamurthy

Vinay Venkataraman

Papers citing "Perturbation Robust Representations of Topological Persistence Diagrams"

19 / 19 papers shown

Title
Deep Learning with Topological Signatures Christoph Hofer Roland Kwitt Marc Niethammer A. Uhl 3DPC 62 243 0 13 Jul 2017
SyncSpecCNN: Synchronized Spectral CNN for 3D Shape Segmentation L. Yi Hao Su Xingwen Guo Leonidas Guibas GNN 3DPC 188 466 0 02 Dec 2016
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 412 1,820 0 25 Nov 2016
Minimax Rate-Optimal Estimation of Divergences between Discrete Distributions Rushil Anirudh Jiantao Jiao Pavan Turaga 33 42 0 30 May 2016
Learning rotation invariant convolutional filters for texture classification Diego Marcos Michele Volpi D. Tuia 64 148 0 22 Apr 2016
Persistent Homology of Attractors For Action Recognition Vinay Venkataraman Karthikeyan N. Ramamurthy Pavan Turaga 21 61 0 16 Mar 2016
Learning a Deep Model for Human Action Recognition from Novel Viewpoints Hossein Rahmani Ajmal Mian M. Shah 58 210 0 02 Feb 2016
Shape Distributions of Nonlinear Dynamical Systems for Video-based Inference Vinay Venkataraman Pavan Turaga 48 48 0 27 Jan 2016
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 74 679 0 22 Jul 2015
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 60 346 0 21 Dec 2014
Introduction to the R package TDA Brittany Terese Fasy Jisu Kim F. Lecci Clément Maria 70 134 0 07 Nov 2014
Expanding the Family of Grassmannian Kernels: An Embedding Perspective Mehrtash T. Harandi Mathieu Salzmann Sadeep Jayasumana Leonid Sigal Hongdong Li 58 96 0 04 Jul 2014
Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks Alexey Dosovitskiy Philipp Fischer Jost Tobias Springenberg Martin Riedmiller Thomas Brox OOD SSL 84 1,018 0 26 Jun 2014
Topological and Statistical Behavior Classifiers for Tracking Applications Paul Bendich S. Chin J. Clarke J. deSena J. Harer ... A. Newman D. Porter David Rouse Nate Strawn Adam Watkins 63 28 0 01 Jun 2014
Distributed computation of persistent homology Ulrich Bauer Michael Kerber Jan Reininghaus 70 124 0 02 Oct 2013
Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis Jose A. Perea J. Harer AI4TS 66 158 0 23 Jul 2013
Statistical topological data analysis using persistence landscapes Peter Bubenik 146 857 0 27 Jul 2012
Fréchet Means for Distributions of Persistence diagrams Katharine Turner Yuriy Mileyko S. Mukherjee J. Harer 84 262 0 13 Jun 2012
Spectral descriptors for deformable shapes A. Bronstein 47 31 0 23 Oct 2011