3D 视觉 - arXivDaily 专题

2301.07393 2023-01-19 cs.CR stat.ML 50%

Using Topological Data Analysis to classify Encrypted Bits

Jayati Kaushik, Aaruni Kaushik, Upasana Parashar

专题命中点云：point cloud(abstract)

Comments Conference Code: 21NO06ICASCE003

2211.08775 2023-01-18 stat.ML cs.LG math.OC 50%

Unbalanced Optimal Transport, from Theory to Numerics

Thibault Séjourné, Gabriel Peyré, François-Xavier Vialard

专题命中点云：point cloud(abstract)

1910.12958 2023-01-18 math.OC cs.LG stat.ML 50%

Sinkhorn Divergences for Unbalanced Optimal Transport

Thibault Séjourné, Jean Feydy, François-Xavier Vialard, Alain Trouvé, Gabriel Peyré

专题命中点云：point cloud(abstract)

2205.13573 2023-01-10 cs.LG stat.ME stat.ML 50%

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

Mengyu Li, Jun Yu, Hongteng Xu, Cheng Meng

专题命中点云：point cloud(abstract)

2212.11727 2022-12-23 math.AT cs.LG cs.SY eess.SY 50%

A topological analysis of cointegrated data: a Z24 Bridge case study

Tristan Gowdridge, Elizabeth Cross, Nikolaos Dervilis, Keith Worden

专题命中点云：point cloud(abstract)

Comments arXiv admin note: text overlap with arXiv:2209.05484, arXiv:2209.05134

2208.12537 2022-12-21 math.AT physics.data-an stat.CO 50%

Homology Groups of Embedded Fractional Brownian Motion

H. Masoomy, S. Tajik, S. M. S. Movahed

专题命中点云：point cloud(abstract)

Comments 13 pages, 11 figures

2006.00724 2022-12-08 cs.LG stat.ML 50%

Computing Representations for Lie Algebraic Networks

Noah Shutty, Casimir Wierzynski

专题命中点云：point cloud(abstract)

Comments 21 pages, 5 figures

2212.02706 2022-12-07 eess.SY cs.SY 50%

Predicted Trajectory Guidance Control Framework of Teleoperated Ground Vehicles Compensating for Delays

Qiang Zhang, Zhouli Xu, Yihang Wang, Lingfang Yang, Xiaolin Song, Zhi Huang

专题命中点云：point cloud(abstract)

Comments 10 pages, 11 figures

2212.00222 2022-12-02 cs.LG cs.CG 50%

Experimental Observations of the Topology of Convolutional Neural Network Activations

Emilie Purvine, Davis Brown, Brett Jefferson, Cliff Joslyn, Brenda Praggastis, Archit Rathore, Madelyn Shapiro, Bei Wang, Youjia Zhou

专题命中点云：point cloud(abstract)

Comments Accepted at AAAI 2023. This version includes supplementary material

2211.13630 2022-11-30 hep-ex 50%

JetFlow: Generating Jets with Conditioned and Mass Constrained Normalising Flows

Benno Käch, Dirk Krücker, Isabell Melzer-Pellmann, Moritz Scham, Simon Schnake, Alexi Verney-Provatas

专题命中点云：point cloud(abstract)

2211.15489 2022-11-29 math.AT cs.CG math.OC 50%

The Christoffel-Darboux kernel for topological data analysis

Pepijn Roos Hoefgeest, Lucas Slot

专题命中点云：point cloud(abstract)

Comments 22 pages, 11 figures, 1 table

2211.10275 2022-11-21 math.NA cs.NA 50%

An optimization-based registration approach to geometry reduction

Tommaso Taddei

专题命中点云：point cloud(abstract)

2211.09912 2022-11-21 hep-ex cs.LG hep-ph 50%

Do graph neural networks learn traditional jet substructure?

Farouk Mokhtar, Raghav Kansal, Javier Duarte

专题命中点云：point cloud(abstract)

Comments 5 pages, 4 figures. Accepted to Machine Learning for Physical Sciences NeurIPS 2022 workshop

2109.03935 2022-11-09 astro-ph.HE 50%

Axisymmetric pulsar magnetosphere revisited

Rui Hu, Andrei M. Beloborodov

专题命中点云：point cloud(abstract)

Comments 16 pages, ApJ, in press

2201.07136 2022-11-08 stat.ML cs.LG physics.chem-ph 50%

Incompleteness of graph neural networks for points clouds in three dimensions

Sergey N. Pozdnyakov, Michele Ceriotti

专题命中点云：point cloud(abstract)

2205.08530 2022-11-02 stat.AP cs.LG 50%

Fine-resolution landscape-scale biomass mapping using a spatiotemporal patchwork of LiDAR coverages

Lucas K. Johnson, Michael J. Mahoney, Eddie Bevilacqua, Stephen V. Stehman, Grant Domke, Colin M. Beier

专题命中点云：point cloud(abstract)

Comments Manuscript: 19 pages, 8 figures; Supplements: 13 pages, 4 figures; Submitted to: International Journal of Applied Earth Observation and Geodata, Earth Observations for Carbon Neutrality and Sustainable Development Goals Special Issue

Journal ref Int J Appl Earth Obs Geoinf 114 (2022) 103059

2210.09482 2022-10-31 cs.CR 50%

You Can't See Me: Physical Removal Attacks on LiDAR-based Autonomous Vehicles Driving Frameworks

Yulong Cao, S. Hrushikesh Bhupathiraju, Pirouz Naghavi, Takeshi Sugawara, Z. Morley Mao, Sara Rampazzi

专题命中点云：point cloud(abstract)

Comments Accepted to the 32nd USENIX Security Symposium (2023)

2202.05012 2022-10-24 physics.data-an astro-ph.IM cs.LG hep-ex physics.acc-ph 50%

SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics

Atul Kumar Sinha, Daniele Paliotta, Bálint Máté, Sebastian Pina-Otey, John A. Raine, Tobias Golling, François Fleuret

专题命中点云：point cloud(abstract)

2210.10515 2022-10-20 cs.LG cs.SY eess.SY 50%

A Segment-Wise Gaussian Process-Based Ground Segmentation With Local Smoothness Estimation

Pouria Mehrabi, Hamid D. Taghirad

专题命中点云：point cloud(abstract)

2210.09361 2022-10-19 q-bio.BM math.OC 50%

AlignOT: An optimal transport based algorithm for fast 3D alignment with applications to cryogenic electron microscopy density maps

A. Tajmir Riahi, G. Woollard, F. Poitevin, A. Condon, K. Dao Duc

专题命中点云：point cloud(abstract)

2210.06794 2022-10-14 cs.MM cs.NI 50%

Towards Holographic Video Communications: A Promising AI-driven Solution

Yakun Huang, Yuanwei Zhu, Xiuquan Qiao, Xiang Su, Schahram Dustdar, Ping Zhang

专题命中点云：point cloud(abstract)

2205.07146 2022-10-13 math.OC cs.LG stat.ML 50%

Trajectory Inference via Mean-field Langevin in Path Space

Lénaïc Chizat, Stephen Zhang, Matthieu Heitz, Geoffrey Schiebinger

专题命中点云：point cloud(abstract)

2008.06952 2022-10-11 cs.LG stat.ML 50%

A Functional Perspective on Learning Symmetric Functions with Neural Networks

Aaron Zweig, Joan Bruna

专题命中点云：point cloud(abstract)

Comments Accepted to ICML 2021

2210.00376 2022-10-04 eess.SP cs.LG 50%

Convolutional Neural Networks on Manifolds: From Graphs and Back

Zhiyang Wang, Luana Ruiz, Alejandro Ribeiro

专题命中点云：point cloud(abstract)

Comments 7 pages, 1 figure, 1 table

2108.08979 2022-10-04 math.NA cs.NA physics.comp-ph physics.data-an 50%

Computing committors in collective variables via Mahalanobis diffusion maps

Luke Evans, Maria K. Cameron, Pratyush Tiwary

专题命中点云：point cloud(abstract)

Comments Restructured introduction, additional Theorem 3.1 and Appendix A, B

2102.06491 2022-09-29 cs.LG cs.AI 50%

End-to-End Intelligent Framework for Rockfall Detection

Thanasis Zoumpekas, Anna Puig, Maria Salamó, David García-Sellés, Laura Blanco Nuñez, Marta Guinau

专题命中点云：point cloud(abstract)

1708.09558 2022-09-28 math.AT 50%

Cech Closure Spaces: A Unified Framework for Discrete and Continuous Homotopy

Antonio Rieser

专题命中点云：point cloud(abstract)

Comments Incorporated referee comments, 42 pages

Journal ref Topology and its Applications Volume 296, 1 June 2021, 107613

2204.05191 2022-09-23 math.NA cs.NA 50%

A Meshfree Point Collocation Method for Elliptic Interface Problems

Heinrich Kraus, Jörg Kuhnert, Andreas Meister, Pratik Suchde

专题命中点云：point cloud(abstract)

2106.01260 2022-09-23 stat.ML cs.LG 50%

Matrix factorisation and the interpretation of geodesic distance

Nick Whiteley, Annie Gray, Patrick Rubin-Delanchy

专题命中点云：point cloud(abstract)

2209.05710 2022-09-14 cs.LG q-bio.BM 50%

MDM: Molecular Diffusion Model for 3D Molecule Generation

Lei Huang, Hengtong Zhang, Tingyang Xu, Ka-Chun Wong

专题命中点云：point cloud(abstract)

Comments Submitted to AAAI'23

1. 点云 7740 篇

Using Topological Data Analysis to classify Encrypted Bits

Unbalanced Optimal Transport, from Theory to Numerics

Sinkhorn Divergences for Unbalanced Optimal Transport

Efficient Approximation of Gromov-Wasserstein Distance Using Importance Sparsification

A topological analysis of cointegrated data: a Z24 Bridge case study

Homology Groups of Embedded Fractional Brownian Motion

Computing Representations for Lie Algebraic Networks

Predicted Trajectory Guidance Control Framework of Teleoperated Ground Vehicles Compensating for Delays

Experimental Observations of the Topology of Convolutional Neural Network Activations

JetFlow: Generating Jets with Conditioned and Mass Constrained Normalising Flows

The Christoffel-Darboux kernel for topological data analysis

An optimization-based registration approach to geometry reduction

Do graph neural networks learn traditional jet substructure?

Axisymmetric pulsar magnetosphere revisited

Incompleteness of graph neural networks for points clouds in three dimensions

Fine-resolution landscape-scale biomass mapping using a spatiotemporal patchwork of LiDAR coverages

You Can't See Me: Physical Removal Attacks on LiDAR-based Autonomous Vehicles Driving Frameworks

SUPA: A Lightweight Diagnostic Simulator for Machine Learning in Particle Physics

A Segment-Wise Gaussian Process-Based Ground Segmentation With Local Smoothness Estimation

AlignOT: An optimal transport based algorithm for fast 3D alignment with applications to cryogenic electron microscopy density maps

Towards Holographic Video Communications: A Promising AI-driven Solution

Trajectory Inference via Mean-field Langevin in Path Space

A Functional Perspective on Learning Symmetric Functions with Neural Networks

Convolutional Neural Networks on Manifolds: From Graphs and Back

Computing committors in collective variables via Mahalanobis diffusion maps

End-to-End Intelligent Framework for Rockfall Detection

Cech Closure Spaces: A Unified Framework for Discrete and Continuous Homotopy

A Meshfree Point Collocation Method for Elliptic Interface Problems

Matrix factorisation and the interpretation of geodesic distance

MDM: Molecular Diffusion Model for 3D Molecule Generation