3D 视觉 - arXivDaily 专题

1909.04931 2019-09-12 cs.LG stat.ML 50%

Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks

Jiaxiang Tang, Wei Hu, Xiang Gao, Zongming Guo

专题命中点云：point cloud(abstract)

1909.02775 2019-09-09 cs.LG stat.ML 50%

Set Flow: A Permutation Invariant Normalizing Flow

Kashif Rasul, Ingmar Schuster, Roland Vollgraf, Urs Bergmann

专题命中点云：point cloud(abstract)

1804.08962 2019-08-28 stat.ME stat.AP 50%

Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration

Jérémie Bigot, Elsa Cazelles, Nicolas Papadakis

专题命中点云：point cloud(abstract)

1907.08417 2019-08-27 math.ST stat.TH 50%

Statistical data analysis in the Wasserstein space

Jérémie Bigot

专题命中点云：point cloud(abstract)

1906.06122 2019-06-21 cs.CG math.AT math.ST stat.TH 50%

Topological Data Analysis with $ε$-net Induced Lazy Witness Complex

Naheed Anjum Arafat, Debabrota Basu, Stéphane Bressan

专题命中点云：point cloud(abstract)

Comments 16 pages, 7 figures, Accepted in DEXA 2019

1906.00554 2019-06-04 cs.LG stat.ML 50%

Factor Graph Neural Network

Zhen Zhang, Fan Wu, Wee Sun Lee

专题命中点云：point cloud(abstract)

1905.09151 2019-05-23 math.AT cs.CG math.CT 50%

Rank-based persistence

Mattia G. Bergomi, Pietro Vertechi

专题命中点云：point cloud(abstract)

Comments 24 pages, 3 figures

1812.09902 2019-05-01 cs.LG stat.ML 50%

Invariant and Equivariant Graph Networks

Haggai Maron, Heli Ben-Hamu, Nadav Shamir, Yaron Lipman

专题命中点云：point cloud(abstract)

Comments ICLR 2019

1904.08053 2019-04-26 cs.DS 50%

A scaled space-filling curve index applied to tropical rain forest tree distributions

Markus Wilhelm Jahn, Patrick Erik Bradley

专题命中点云：point cloud(abstract)

Comments 9 pages, 3 tables, 5 figures; v2: abstract and introduction expanded, several sentences reworded

1903.02428 2019-04-26 cs.LG stat.ML 50%

Fast Graph Representation Learning with PyTorch Geometric

Matthias Fey, Jan Eric Lenssen

专题命中点云：point cloud(abstract)

Comments ICLR 2019 (RLGM Workshop)

1810.02149 2019-04-25 math.AT 50%

Sparse Filtered Nerves

Nello Blaser, Morten Brun

专题命中点云：point cloud(abstract)

1705.04565 2019-04-09 math.ST math.DG stat.TH 50%

Estimating the Reach of a Manifold

Eddie Aamari, Jisu Kim, Frédéric Chazal, Bertrand Michel, Alessandro Rinaldo, Larry Wasserman

专题命中点云：point cloud(abstract)

1904.01083 2019-04-03 cs.LG stat.ML 50%

DeepCloud. The Application of a Data-driven, Generative Model in Design

Ardavan Bidgoli, Pedro Veloso

专题命中点云：point cloud(abstract)

Journal ref ACADIA 2018: Recalibration. On imprecision and infidelity. Proceedings of the 38th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-17729-7, Mexico City, 2018, pp. 176-185

1903.02755 2019-03-12 math.AT physics.data-an 50%

Multimapper: Data Density Sensitive Topological Visualization

Bishal Deb, Ankita Sarkar, Nupur Kumari, Akash Rupela, Piyush Gupta, Balaji Krishnamurthy

专题命中点云：point cloud(abstract)

Comments Accepted at ICDMW

Journal ref 2018 IEEE International Conference on Data Mining Workshops (ICDMW)

1806.09277 2019-02-28 stat.ML cs.LG 50%

Towards Optimal Transport with Global Invariances

David Alvarez-Melis, Stefanie Jegelka, Tommi S. Jaakkola

专题命中点云：point cloud(abstract)

Comments AISTATS 2019

1811.07429 2019-02-21 stat.ML cs.LG 50%

Stochastic Deep Networks

Gwendoline de Bie, Gabriel Peyré, Marco Cuturi

专题命中点云：point cloud(abstract)

1902.03856 2019-02-12 cs.LG cs.NE stat.ML 50%

Global Collaboration through Local Interaction in Competitive Learning

Abbas Siddiqui, Dionysios Georgiadis

专题命中点云：point cloud(abstract)

Comments The behavior via simulation can be viewed at: https://www.youtube.com/watch?v=lTxlVHXGO2Q

1901.06328 2019-01-21 cs.LG q-bio.QM stat.ML 50%

Estimating the effective dimension of large biological datasets using Fisher separability analysis

Luca Albergante, Jonathan Bac, Andrei Zinovyev

专题命中点云：point cloud(abstract)

Comments 8 pages, submitted to IJCNN-2019

1812.06254 2018-12-18 cs.CG cs.LG 50%

3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN

Guanghua Pan, Jun Wang, Rendong Ying, Peilin Liu

专题命中点云：point cloud(abstract)

1412.6430 2018-11-21 q-bio.QM math.AT nlin.AO 50%

Topological Data Analysis of Biological Aggregation Models

Chad M. Topaz, Lori Ziegelmeier, Tom Halverson

专题命中点云：point cloud(abstract)

Comments 25 pages, 12 figures; second version contains typo corrections, minor textual additions, and a brief discussion of computational complexity; third version fixes one typo and adds small paragraph about topological stability

1810.04807 2018-10-16 cs.CG math.AT 50%

Persistent 1-Cycles: Definition, Computation, and Its Application

Tamal K. Dey, Tao Hou, Sayan Mandal

专题命中点云：point cloud(abstract)

Comments Correct the algorithm numbering issue

1809.04424 2018-09-17 cs.MS 50%

Tuning the Performance of a Computational Persistent Homology Package

Alan Hylton, Gregory Henselman-Petrusek, Janche Sang, Robert Short

专题命中点云：point cloud(abstract)

Comments 29 pages, 10 figures

1803.08753 2018-09-12 cond-mat.dis-nn 50%

A violation of the Harris-Barghathi-Vojta criterion

Manuel Schrauth, Jefferson S. E. Portela, Florian Goth

专题命中点云：point cloud(abstract)

Comments 3 pages, 5 figures

Journal ref Phys. Rev. Lett. 121, 100601 (2018)

1808.06865 2018-08-22 cs.LG stat.ML 50%

Machine Learning for Spatiotemporal Sequence Forecasting: A Survey

Xingjian Shi, Dit-Yan Yeung

专题命中点云：point cloud(abstract)

1808.05655 2018-08-20 math.ST stat.TH 50%

Modelling Persistence Diagrams with Planar Point Processes, and Revealing Topology with Bagplots

Robert J Adler, Sarit Agami

专题命中点云：point cloud(abstract)

Comments 37 pages, 20 figures, 5 tables

1807.09982 2018-07-27 cs.CG 50%

Sparips

Bernhard Brehm, Hanne Hardering

专题命中点云：point cloud(abstract)

1807.06826 2018-07-19 eess.SP 50%

Spaceborne Staring Spotlight SAR Tomography - A First Demonstration with TerraSAR-X

Nan Ge, Fernando Rodriguez Gonzalez, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu

专题命中点云：point cloud(abstract)

Comments Accepted publication in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

1807.06072 2018-07-18 cs.LG cs.AI stat.ML 50%

Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation

Jungwook Lee, Sean Walsh, Ali Harakeh, Steven L. Waslander

专题命中点云：point cloud(abstract)

1711.06562 2018-07-03 cs.LG cs.AI 50%

An Iterative Closest Points Approach to Neural Generative Models

Joose Rajamäki, Perttu Hämäläinen

专题命中点云：point cloud(abstract)

Comments Indexing errors have been corrected to this version

1806.03583 2018-06-15 stat.ML cs.LG cs.NE eess.IV 50%

IVUS-Net: An Intravascular Ultrasound Segmentation Network

Ji Yang, Lin Tong, Mehdi Faraji, Anup Basu

专题命中点云：3D reconstruction(abstract)

Comments 7 pages, 3 figures, accepted to be published in International Conference of Smart Multimedia. The final authenticated publication is available online at https://doi.org/

1. 点云 7740 篇

Joint Learning of Graph Representation and Node Features in Graph Convolutional Neural Networks

Set Flow: A Permutation Invariant Normalizing Flow

Data-driven regularization of Wasserstein barycenters with an application to multivariate density registration

Statistical data analysis in the Wasserstein space

Topological Data Analysis with $ε$-net Induced Lazy Witness Complex

Factor Graph Neural Network

Rank-based persistence

Invariant and Equivariant Graph Networks

A scaled space-filling curve index applied to tropical rain forest tree distributions

Fast Graph Representation Learning with PyTorch Geometric

Sparse Filtered Nerves

Estimating the Reach of a Manifold

DeepCloud. The Application of a Data-driven, Generative Model in Design

Multimapper: Data Density Sensitive Topological Visualization

Towards Optimal Transport with Global Invariances

Stochastic Deep Networks

Global Collaboration through Local Interaction in Competitive Learning

Estimating the effective dimension of large biological datasets using Fisher separability analysis

3DTI-Net: Learn Inner Transform Invariant 3D Geometry Features using Dynamic GCN

Topological Data Analysis of Biological Aggregation Models

Persistent 1-Cycles: Definition, Computation, and Its Application

Tuning the Performance of a Computational Persistent Homology Package

A violation of the Harris-Barghathi-Vojta criterion

Machine Learning for Spatiotemporal Sequence Forecasting: A Survey

Modelling Persistence Diagrams with Planar Point Processes, and Revealing Topology with Bagplots

Sparips

Spaceborne Staring Spotlight SAR Tomography - A First Demonstration with TerraSAR-X

Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation

An Iterative Closest Points Approach to Neural Generative Models

IVUS-Net: An Intravascular Ultrasound Segmentation Network