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A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering

25 May 2021

Papers citing "A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering"

27 / 27 papers shown

Title
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 283 30,149 0 01 Mar 2022
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 62 68 0 01 Jun 2021
giotto-tda: A Topological Data Analysis Toolkit for Machine Learning and Data Exploration Guillaume Tauzin Umberto Lupo Lewis Tunstall Julián Burella Pérez Matteo Caorsi Wojciech Reise A. Medina-Mardones A. Dassatti K. Hess AI4CE 34 191 0 06 Apr 2020
Topological Machine Learning with Persistence Indicator Functions Bastian Rieck F. Sadlo Heike Leitte 31 44 0 31 Jul 2019
Progressive Wasserstein Barycenters of Persistence Diagrams Jules Vidal J. Budin Julien Tierny 46 40 0 10 Jul 2019
Lifted Wasserstein Matcher for Fast and Robust Topology Tracking Maxime Soler Mélanie Plainchault B. Conche Julien Tierny 36 39 0 17 Aug 2018
The Topology ToolKit Julien Tierny Guillaume Favelier Joshua A. Levine Charles Gueunet Michael Michaux 40 196 0 22 May 2018
Large Scale computation of Means and Clusters for Persistence Diagrams using Optimal Transport Théo Lacombe Marco Cuturi S. Oudot 59 72 0 22 May 2018
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams Tam Le M. Yamada 61 79 0 10 Feb 2018
A Survey of Model Compression and Acceleration for Deep Neural Networks Yu Cheng Duo Wang Pan Zhou Zhang Tao 95 1,096 0 23 Oct 2017
Domain-adaptive deep network compression Marc Masana Joost van de Weijer Luis Herranz Andrew D. Bagdanov J. Álvarez 73 62 0 04 Sep 2017
Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song GAN 113 192 0 08 Aug 2017
Kernel method for persistence diagrams via kernel embedding and weight factor G. Kusano Kenji Fukumizu Y. Hiraoka 42 83 0 12 Jun 2017
Sliced Wasserstein Kernel for Persistence Diagrams Mathieu Carrière Marco Cuturi S. Oudot 59 237 0 11 Jun 2017
Deep Region Hashing for Efficient Large-scale Instance Search from Images Jingkuan Song Tao He Lianli Gao Xing Xu Heng Tao Shen 68 37 0 26 Jan 2017
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network C. Ledig Lucas Theis Ferenc Huszár Jose Caballero Andrew Cunningham ... Andrew P. Aitken Alykhan Tejani J. Totz Zehan Wang Wenzhe Shi GAN 242 10,707 0 15 Sep 2016
Learning to Hash with Binary Deep Neural Network Thanh-Toan Do Anh-Dzung Doan Ngai-Man Cheung MQ 83 178 0 18 Jul 2016
Minimax Rate-Optimal Estimation of Divergences between Discrete Distributions Rushil Anirudh Jiantao Jiao Pavan Turaga 36 42 0 30 May 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 153 7,495 0 24 Feb 2016
Statistical Analysis of Persistence Intensity Functions Yen-Chi Chen Daren Wang Alessandro Rinaldo Larry A. Wasserman 76 52 0 08 Oct 2015
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 80 679 0 22 Jul 2015
A Stable Multi-Scale Kernel for Topological Machine Learning Jan Reininghaus Stefan Huber Ulrich Bauer Roland Kwitt 64 347 0 21 Dec 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 483 43,685 0 17 Sep 2014
Persistent Homology Transform for Modeling Shapes and Surfaces Katharine Turner S. Mukherjee D. Boyer 76 193 0 03 Oct 2013
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distances Marco Cuturi OT 218 4,277 0 04 Jun 2013
Statistical topological data analysis using persistence landscapes Peter Bubenik 146 858 0 27 Jul 2012
Fréchet Means for Distributions of Persistence diagrams Katharine Turner Yuriy Mileyko S. Mukherjee J. Harer 88 262 0 13 Jun 2012