3D 视觉 - arXivDaily 专题

2306.14125 2023-06-27 eess.SP 50%

M$^3$SC: A Generic Dataset for Mixed Multi-Modal (MMM) Sensing and Communication Integration

Xiang Cheng, Ziwei Huang, Lu Bai, Haotian Zhang, Mingran Sun, Boxun Liu, Sijiang Li, Jianan Zhang, Minson Lee

专题命中点云：point cloud(abstract)

Comments 12 pages, 12 figures

2212.01013 2023-06-21 math.ST cs.CG math.GT stat.TH 50%

Computable bounds for the reach and $r$-convexity of subsets of $\mathbb{R}^d$

Ryan Cotsakis

专题命中点云：point cloud(abstract)

Comments 37 pages, 23 figures

2302.03655 2023-06-16 cs.LG physics.chem-ph physics.comp-ph 50%

Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs

Saro Passaro, C. Lawrence Zitnick

专题命中点云：point cloud(abstract)

Comments 19 pages, 10 figures

2305.19889 2023-06-01 cs.LG 50%

Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits

Zhuokai Zhao, Takumi Matsuzawa, William Irvine, Michael Maire, Gordon L Kindlmann

专题命中点云：point cloud(abstract)

2305.18356 2023-05-31 cs.LG cs.CG cs.PF 50%

RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search

Vani Nagarajan, Durga Mandarapu, Milind Kulkarni

专题命中点云：point cloud(abstract)

Comments This paper has been accepted at the International Conference on Supercomputing 2023 (ICS'23)

2305.15254 2023-05-25 hep-ex cs.LG 50%

Attention to Mean-Fields for Particle Cloud Generation

Benno Käch, Isabell Melzer-Pellmann

专题命中点云：point cloud(abstract)

2305.06576 2023-05-12 cs.LG eess.SP 50%

Clustering of Time-Varying Graphs Based on Temporal Label Smoothness

Katsuki Fukumoto, Koki Yamada, Yuichi Tanaka, Hoi-To Wai

专题命中点云：point cloud(abstract)

2301.09411 2023-05-11 astro-ph.CO astro-ph.GA 50%

Wasserstein distance as a new tool for discriminating cosmologies through the topology of large scale structure

Maksym Tsizh, Vitalii Tymchyshyn, Franco Vazza

专题命中点云：point cloud(abstract)

Comments 12 pages, 11 figures

Journal ref Monthly Notices of the Royal Astronomical Society, Volume 522, Issue 2, June 2023, Pages 2697-2706

2305.02724 2023-05-05 cs.CG math.AT 50%

Towards Stratified Space Learning: 2-complexes

Yossi Bokor Bleile

专题命中点云：point cloud(abstract)

2201.00058 2023-05-05 cs.LG cs.AI math.AT math.KT math.SG 50%

Representation Topology Divergence: A Method for Comparing Neural Network Representations

Serguei Barannikov, Ilya Trofimov, Nikita Balabin, Evgeny Burnaev

专题命中点云：point cloud(abstract)

Journal ref Proceedings of the 39th International Conference on Machine Learning (ICML 2022), PMLR 162:1607-1626, 2022

2101.04375 2023-05-05 math.AT cs.CG 50%

Towards Stratified Space Learning: Linearly Embedded Graphs

Yossi Bokor, Katharine Turner, Christopher Williams

专题命中点云：point cloud(abstract)

2304.12532 2023-04-26 cs.MA cs.AI cs.SY eess.SY 50%

SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning

Dapeng Li, Zhiwei Xu, Bin Zhang, Guoliang Fan

专题命中点云：point cloud(abstract)

Comments 8 pages,6 figures, Accepted by IJCNN2023

2304.03041 2023-04-07 eess.SP cs.LG eess.IV 50%

Multi-Linear Kernel Regression and Imputation in Data Manifolds

Duc Thien Nguyen, Konstantinos Slavakis

专题命中点云：point cloud(abstract)

2010.09988 2023-04-06 math.OC cs.NA math.NA physics.data-an 50%

Transition path theory for Langevin dynamics on manifold: optimal control and data-driven solver

Yuan Gao, Tiejun Li, Xiaoguang Li, Jian-Guo Liu

专题命中点云：point cloud(abstract)

Comments 31 pages, 8 figures

Journal ref Multiscale Modeling and Simulation, Vol. 21, Iss. 1 (2023)

2109.00831 2023-03-29 math.AT cs.AI math.CO math.GT 50%

Mapper-type algorithms for complex data and relations

Paweł Dłotko, Davide Gurnari, Radmila Sazdanovic

专题命中点云：point cloud(abstract)

Comments Changed title. Rewrote introduction and section 3. Added new examples and applications. 20 pages, 16 figures

2303.10628 2023-03-21 cs.CR eess.SP 50%

Geometric Stability Estimates For 3D-Object Encryption Through Permutations and Rotations

M. H. Annaby, M. E. Mahmoud, H. A. Abdusalam, H. A. Ayad, M. A. Rushdi

专题命中点云：point cloud(abstract)

2303.09731 2023-03-20 cs.CR cs.AI 50%

Exorcising ''Wraith'': Protecting LiDAR-based Object Detector in Automated Driving System from Appearing Attacks

Qifan Xiao, Xudong Pan, Yifan Lu, Mi Zhang, Jiarun Dai, Min Yang

专题命中点云：point cloud(abstract)

Comments Accepted by USENIX Sercurity 2023

2206.03977 2023-03-16 cs.LG 50%

Diffusion Curvature for Estimating Local Curvature in High Dimensional Data

Dhananjay Bhaskar, Kincaid MacDonald, Oluwadamilola Fasina, Dawson Thomas, Bastian Rieck, Ian Adelstein, Smita Krishnaswamy

专题命中点云：point cloud(abstract)

Journal ref Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)

2303.01501 2023-03-03 stat.CO math.AT stat.ML 50%

Stability and Machine Learning Applications of Persistent Homology Using the Delaunay-Rips Complex

Amish Mishra, Francis C. Motta

专题命中点云：point cloud(abstract)

Comments 23 pages, 10 figures and tables

2210.16966 2023-03-03 cs.LG 50%

Interpretable Geometric Deep Learning via Learnable Randomness Injection

Siqi Miao, Yunan Luo, Mia Liu, Pan Li

专题命中点云：point cloud(abstract)

Comments ICLR 2023

1909.05371 2023-02-28 cs.LG math.DS physics.data-an stat.ML 50%

GMLS-Nets: A framework for learning from unstructured data

Nathaniel Trask, Ravi G. Patel, Ben J. Gross, Paul J. Atzberger

专题命中点云：point cloud(abstract)

Journal ref AAAI-MLPS Proceedings, (2020)

2108.07344 2023-02-23 cs.CL cs.LG 50%

IsoScore: Measuring the Uniformity of Embedding Space Utilization

William Rudman, Nate Gillman, Taylor Rayne, Carsten Eickhoff

专题命中点云：point cloud(abstract)

Comments ACL 2022 camera ready version

2302.05600 2023-02-21 math.AT 50%

Persistent Homology to Study Cold Hardiness of Grape Cultivars

Sejal Welankar, Paola Pesantez-Cabrera, Bala Krishnamoorthy, Lynn Mills, Markus Keller, Ananth Kalyanaraman

专题命中点云：point cloud(abstract)

Comments 5 pages, 12 figures, AAAI 2023 Workshop AIAFS

2302.09017 2023-02-20 math.CO math.AT 50%

The asymptotic topology of the multineighbor complex of a random graph

Wojciech Matysiak, Jan Spaliński

专题命中点云：point cloud(abstract)

Comments 18 pages, 19 figures

2208.00959 2023-02-07 stat.AP math.ST stat.ME stat.TH 50%

HUG model: an interaction point process for Bayesian detection of multiple sources in groundwaters from hydrochemical data

Christophe Reype, Radu S. Stoica, Antonin Richard, Madalina Deaconu

专题命中点云：point cloud(abstract)

2106.01128 2023-02-07 cs.LG stat.ML 50%

Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs

Meyer Scetbon, Gabriel Peyré, Marco Cuturi

专题命中点云：point cloud(abstract)

2201.12064 2023-02-07 stat.ML cs.LG 50%

Multiscale Graph Comparison via the Embedded Laplacian Discrepancy

Edric Tam, David Dunson

专题命中点云：point cloud(abstract)

2301.13553 2023-02-01 eess.SP 50%

Millimetre-wave Radar for Low-Cost 3D Imaging: A Performance Study

Han Cui, Jiacheng Wu, Naim Dahnoun

专题命中点云：point cloud(abstract)

Comments 14 pages, 16 figures

2205.09332 2023-01-31 cs.LG 50%

Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations

Ramansh Sharma, Varun Shankar

专题命中点云：point cloud(abstract)

Comments Accepted at the 36th Annual Conference on Neural Information Processing Systems (NeurIPS 2022)

2301.09402 2023-01-24 cs.HC 50%

Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality

Ruben Schlagowski, Dariia Nazarenko, Yekta Can, Kunal Gupta, Silvan Mertes, Mark Billinghurst, Elisabeth André

专题命中点云：point cloud(abstract)

Comments Conditionally Accepted for CHI 2023

1. 点云 7740 篇

M$^3$SC: A Generic Dataset for Mixed Multi-Modal (MMM) Sensing and Communication Integration

Computable bounds for the reach and $r$-convexity of subsets of $\mathbb{R}^d$

Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs

Evaluating Machine Learning Models with NERO: Non-Equivariance Revealed on Orbits

RT-kNNS Unbound: Using RT Cores to Accelerate Unrestricted Neighbor Search

Attention to Mean-Fields for Particle Cloud Generation

Clustering of Time-Varying Graphs Based on Temporal Label Smoothness

Wasserstein distance as a new tool for discriminating cosmologies through the topology of large scale structure

Towards Stratified Space Learning: 2-complexes

Representation Topology Divergence: A Method for Comparing Neural Network Representations

Towards Stratified Space Learning: Linearly Embedded Graphs

SEA: A Spatially Explicit Architecture for Multi-Agent Reinforcement Learning

Multi-Linear Kernel Regression and Imputation in Data Manifolds

Transition path theory for Langevin dynamics on manifold: optimal control and data-driven solver

Mapper-type algorithms for complex data and relations

Geometric Stability Estimates For 3D-Object Encryption Through Permutations and Rotations

Exorcising ''Wraith'': Protecting LiDAR-based Object Detector in Automated Driving System from Appearing Attacks

Diffusion Curvature for Estimating Local Curvature in High Dimensional Data

Stability and Machine Learning Applications of Persistent Homology Using the Delaunay-Rips Complex

Interpretable Geometric Deep Learning via Learnable Randomness Injection

GMLS-Nets: A framework for learning from unstructured data

IsoScore: Measuring the Uniformity of Embedding Space Utilization

Persistent Homology to Study Cold Hardiness of Grape Cultivars

The asymptotic topology of the multineighbor complex of a random graph

HUG model: an interaction point process for Bayesian detection of multiple sources in groundwaters from hydrochemical data

Linear-Time Gromov Wasserstein Distances using Low Rank Couplings and Costs

Multiscale Graph Comparison via the Embedded Laplacian Discrepancy

Millimetre-wave Radar for Low-Cost 3D Imaging: A Performance Study

Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations

Wish You Were Here: Mental and Physiological Effects of Remote Music Collaboration in Mixed Reality