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Persistent Homology Transform for Modeling Shapes and Surfaces
3 October 2013
Katharine Turner
S. Mukherjee
D. Boyer
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Papers citing
"Persistent Homology Transform for Modeling Shapes and Surfaces"
31 / 31 papers shown
Title
Diss-l-ECT: Dissecting Graph Data with Local Euler Characteristic Transforms
Julius von Rohrscheidt
Bastian Rieck
113
1
0
03 Oct 2024
A Topological Machine Learning Pipeline for Classification
Francesco Conti
Davide Moroni
M. A. Pascali
45
11
0
26 Sep 2023
Invariant Representations of Embedded Simplicial Complexes
Taejin Paik
47
1
0
27 Feb 2023
Importance attribution in neural networks by means of persistence landscapes of time series
Aina Ferrà
Carles Casacuberta
O. Pujol
AI4TS
65
4
0
06 Feb 2023
An Adversarial Robustness Perspective on the Topology of Neural Networks
Morgane Goibert
Thomas Ricatte
Elvis Dohmatob
AAML
66
2
0
04 Nov 2022
A Sheaf-Theoretic Construction of Shape Space
Shreya Arya
Justin Curry
S. Mukherjee
35
3
0
19 Apr 2022
Persistent Homology with Improved Locality Information for more Effective Delineation
Doruk Öner
A. Garin
Mateusz Koziñski
K. Hess
Pascal Fua
70
9
0
12 Oct 2021
Statistical analysis of locally parameterized shapes
Mohsen Taheri
Jörn Schulz
18
5
0
18 Aug 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
74
68
0
01 Jun 2021
A Domain-Oblivious Approach for Learning Concise Representations of Filtered Topological Spaces for Clustering
Yuzhen Qin
Brittany Terese Fasy
C. Wenk
Brian Summa
127
4
0
25 May 2021
From Geometry to Topology: Inverse Theorems for Distributed Persistence
Elchanan Solomon
Alexander Wagner
Paul Bendich
50
23
0
28 Jan 2021
Using Persistent Homology Topological Features to Characterize Medical Images: Case Studies on Lung and Brain Cancers
Chul Moon
Qiwei Li
Guanghua Xiao
56
9
0
07 Dec 2020
Visual Object Recognition in Indoor Environments Using Topologically Persistent Features
Ekta U. Samani
Xingjian Yang
A. Banerjee
60
14
0
07 Oct 2020
Additive stacking for disaggregate electricity demand forecasting
Christian Capezza
B. Palumbo
Y. Goude
S. Wood
Matteo Fasiolo
AI4TS
85
7
0
20 May 2020
On approximation theorems for the Euler characteristic with applications to the bootstrap
Johannes T. N. Krebs
Benjamin Roycraft
W. Polonik
81
8
0
15 May 2020
Bootstrapping Persistent Betti Numbers and Other Stabilizing Statistics
Benjamin Roycraft
Johannes T. N. Krebs
W. Polonik
56
6
0
04 May 2020
A Topological "Reading" Lesson: Classification of MNIST using TDA
A. Garin
Guillaume Tauzin
81
67
0
18 Oct 2019
A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification
Yu-Min Chung
Chuan-Shen Hu
Y. Lo
Hau‐Tieng Wu
41
51
0
09 Aug 2019
Persistence Curves: A canonical framework for summarizing persistence diagrams
Yu-Min Chung
A. Lawson
43
74
0
16 Apr 2019
Tree-Sliced Variants of Wasserstein Distances
Tam Le
M. Yamada
Kenji Fukumizu
Marco Cuturi
OT
87
84
0
01 Feb 2019
The persistence landscape and some of its properties
Peter Bubenik
46
63
0
11 Oct 2018
A Kernel for Multi-Parameter Persistent Homology
René Corbet
Ulderico Fugacci
Michael Kerber
C. Landi
Bei Wang
47
49
0
26 Sep 2018
Persistence paths and signature features in topological data analysis
I. Chevyrev
Vidit Nanda
Harald Oberhauser
73
69
0
01 Jun 2018
How Many Directions Determine a Shape and other Sufficiency Results for Two Topological Transforms
Justin Curry
S. Mukherjee
Katharine Turner
57
68
0
24 May 2018
Fast and Accurate Tumor Segmentation of Histology Images using Persistent Homology and Deep Convolutional Features
Talha Qaiser
Yee Wah Tsang
D. Taniyama
Naoya Sakamoto
Kazuaki Nakane
David B. A. Epstein
Nasir M. Rajpoot
62
181
0
09 May 2018
Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams
Tam Le
M. Yamada
107
80
0
10 Feb 2018
Gaussian Process Landmarking on Manifolds
Tingran Gao
S. Kovalsky
Ingrid Daubechies
127
39
0
09 Feb 2018
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists
Frédéric Chazal
Bertrand Michel
107
598
0
11 Oct 2017
Tropical Sufficient Statistics for Persistent Homology
Anthea Monod
Sara Kalisnik
J. A. Patino-Galindo
Lorin Crawford
60
24
0
08 Sep 2017
Deep Learning with Topological Signatures
Christoph Hofer
Roland Kwitt
Marc Niethammer
A. Uhl
3DPC
78
245
0
13 Jul 2017
The Diffusion Geometry of Fibre Bundles: Horizontal Diffusion Maps
Tingran Gao
117
20
0
07 Feb 2016
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