3D 视觉 - arXivDaily 专题

2408.15601 2024-08-29 cond-mat.mtrl-sci cs.LG 50%

Grand canonical generative diffusion model for crystalline phases and grain boundaries

Bo Lei, Enze Chen, Hyuna Kwon, Tim Hsu, Babak Sadigh, Vincenzo Lordi, Timofey Frolov, Fei Zhou

专题命中点云：point cloud(abstract)

2408.12840 2024-08-26 cs.LG 50%

HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices

Ao Zhou, Jianlei Yang, Yingjie Qi, Tong Qiao, Yumeng Shi, Cenlin Duan, Weisheng Zhao, Chunming Hu

专题命中点云：point cloud(abstract)

Comments Accepted by IEEE Transactions on Computers

2307.01584 2024-08-26 math.ST stat.TH 50%

Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements

Bernard Bercu, Jeremie Bigot, Gauthier Thurin

专题命中点云：point cloud(abstract)

2408.10570 2024-08-21 stat.ME 50%

A two-sample test based on averaged Wilcoxon rank sums over interpoint distances

Annika Betken, Aljosa Marjanovic, Katharina Proksch

专题命中点云：point cloud(abstract)

2408.00407 2024-08-02 eess.SY cs.SY 50%

Task-oriented and Semantics-aware Communications for Augmented Reality

Zhe Wang, Yansha Deng

专题命中点云：point cloud(abstract)

Comments arXiv admin note: text overlap with arXiv:2306.15470

2407.21290 2024-08-01 cs.LG hep-ex physics.data-an 50%

TrackSorter: A Transformer-based sorting algorithm for track finding in High Energy Physics

Yash Melkani, Xiangyang Ju

专题命中点云：point cloud(abstract)

Comments 6 pages, 3 figures, to be included in Proceedings of the 22nd International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2024)

2407.19840 2024-07-30 cs.CG math.MG math.OC 50%

A simple linear time algorithm for smallest enclosing circles on the (hemi)sphere

Jens Flemming

专题命中点云：point cloud(abstract)

2205.07689 2024-07-22 stat.ME 50%

From Small Scales to Large Scales: Distance-to-Measure Density based Geometric Analysis of Complex Data

Katharina Proksch, Christoph Alexander Weitkamp, Thomas Staudt, Benoît Lelandais, Christophe Zimmer

专题命中点云：point cloud(abstract)

2407.13735 2024-07-19 astro-ph.CO astro-ph.GA astro-ph.IM 50%

Predicting dark matter halo masses from simulated galaxy images and environments

Austin J. Larson, John F. Wu, Craig Jones

专题命中点云：point cloud(abstract)

Comments 11 pages, 3 figures, accepted to ICML 2024 AI4Science Workshop

2407.05477 2024-07-09 math.NA cs.NA 50%

Solving forward and inverse PDE problems on unknown manifolds via physics-informed neural operators

Anran Jiao, Qile Yan, Jhn Harlim, Lu Lu

专题命中点云：point cloud(abstract)

Comments 23 pages, 7 figures

2407.03524 2024-07-08 hep-ph cs.LG 50%

A multicategory jet image classification framework using deep neural network

Jairo Orozco Sandoval, Vidya Manian, Sudhir Malik

专题命中点云：point cloud(abstract)

Comments 9 pages, y figures

2402.05137 2024-07-04 astro-ph.IM astro-ph.CO astro-ph.GA cs.LG 50%

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

Matthew Ho, Deaglan J. Bartlett, Nicolas Chartier, Carolina Cuesta-Lazaro, Simon Ding, Axel Lapel, Pablo Lemos, Christopher C. Lovell, T. Lucas Makinen, Chirag Modi, Viraj Pandya, Shivam Pandey, Lucia A. Perez, Benjamin Wandelt, Greg L. Bryan

专题命中点云：point cloud(abstract)

Comments 22 pages, 10 figures, accepted in the Open Journal of Astrophysics. Code available at https://github.com/maho3/ltu-ili

Journal ref 2024 OJA, Vol. 7

2402.02484 2024-06-27 cs.LG 50%

Weisfeiler Leman for Euclidean Equivariant Machine Learning

Snir Hordan, Tal Amir, Nadav Dym

专题命中点云：point cloud(abstract)

1811.04423 2024-06-27 math.ST stat.TH 50%

When Locally Linear Embedding Hits Boundary

Hau-tieng Wu, Nan Wu

专题命中点云：point cloud(abstract)

Comments 70 Pages, 11 Figures

Journal ref Published in Journal of Machine Learning Research 24 (2023), 1-80

2406.15580 2024-06-25 math.HO math.AT 50%

A Topology Scavenger Hunt to Introduce Topological Data Analysis

Lori Ziegelmeier

专题命中点云：point cloud(abstract)

Comments To appear in "Teaching Mathematics Through Cross-Curricular Projects," volume 72 of the AMS/MAA Classroom Resource Materials series

2402.16077 2024-06-19 cs.LG 50%

Equivariant Frames and the Impossibility of Continuous Canonicalization

Nadav Dym, Hannah Lawrence, Jonathan W. Siegel

专题命中点云：point cloud(abstract)

2402.12970 2024-06-18 eess.SP 50%

See Further Than CFAR: a Data-Driven Radar Detector Trained by Lidar

Ignacio Roldan, Andras Palffy, Julian F. P. Kooij, Dariu M. Gavrila, Francesco Fioranelli, Alexander Yarovoy

专题命中点云：point cloud(abstract)

Comments Accepted for lecture presentation at IEEE RadarConf'24, Denver, USA

Journal ref 2024 IEEE Radar Conference (RadarConf24)

2406.10513 2024-06-18 cs.LG q-bio.BM 50%

Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space

Mohamed Amine Ketata, Nicholas Gao, Johanna Sommer, Tom Wollschläger, Stephan Günnemann

专题命中点云：point cloud(abstract)

2310.04521 2024-06-10 cs.LG cs.AI 50%

Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras

Tzu-Yuan Lin, Minghan Zhu, Maani Ghaffari

专题命中点云：point cloud(abstract)

2402.12535 2024-06-06 cs.LG hep-ex 50%

Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics

Siqi Miao, Zhiyuan Lu, Mia Liu, Javier Duarte, Pan Li

专题命中点云：point cloud(abstract)

Comments Accepted to ICML 2024 (Oral)

2310.16437 2024-06-05 math.AT cs.CG cs.LG 50%

Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH

Vincent P. Grande, Michael T. Schaub

专题命中点云：point cloud(abstract)

Comments 30 pages, 17 figures, comments welcome!

Journal ref LoG 2023 - 2023 Learning on Graphs Conference (LoG)

2405.18820 2024-05-30 cs.AI cs.CG math.OC 50%

Diffeomorphic interpolation for efficient persistence-based topological optimization

Mathieu Carriere, Marc Theveneau, Théo Lacombe

专题命中点云：point cloud(abstract)

2309.06036 2024-05-28 eess.SP 50%

Which Framework is Suitable for Online 3D Multi-Object Tracking for Autonomous Driving with Automotive 4D Imaging Radar?

Jianan Liu, Guanhua Ding, Yuxuan Xia, Jinping Sun, Tao Huang, Lihua Xie, Bing Zhu

专题命中点云：point cloud(abstract)

Comments 8 pages, 5 figures, accepted by IEEE 35th Intelligent Vehicles Symposium (IV 2024), oral presentation (top 5%), code is available at https://github.com/dinggh0817/4D_Radar_MOT

2405.14532 2024-05-24 stat.ML cs.LG math.ST stat.TH 50%

Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem

Mathieu Even, Luca Ganassali, Jakob Maier, Laurent Massoulié

专题命中点云：point cloud(abstract)

Comments 28 pages, 1 figure. Comments are most welcome!

2311.18672 2024-05-24 quant-ph cs.LG hep-ph stat.ML 50%

A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks

Roy T. Forestano, Marçal Comajoan Cara, Gopal Ramesh Dahale, Zhongtian Dong, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

专题命中点云：point cloud(abstract)

Comments 15 pages, 7 figures, 3 appendices

Journal ref Axioms 13 (2024) 160

2401.15089 2024-05-08 cs.LG cs.CG physics.comp-ph 50%

Accelerating Material Property Prediction using Generically Complete Isometry Invariants

Jonathan Balasingham, Viktor Zamaraev, Vitaliy Kurlin

专题命中点云：point cloud(abstract)

Journal ref Sci Rep 14, 10132 (2024)

2207.05209 2024-05-03 cs.LG cs.NA math.NA 50%

Fourier Neural Operator with Learned Deformations for PDEs on General Geometries

Zongyi Li, Daniel Zhengyu Huang, Burigede Liu, Anima Anandkumar

专题命中点云：point cloud(abstract)

Journal ref Journal of Machine Learning Research (2023) Volume 24, Issue 1, Article No. 388, pp 18593-18618

2404.16524 2024-04-26 cond-mat.mtrl-sci physics.data-an 50%

3D deep learning for enhanced atom probe tomography analysis of nanoscale microstructures

Jiwei Yu, Zhangwei Wang, Aparna Saksena, Shaolou Wei, Ye Wei, Timoteo Colnaghi, Andreas Marek, Markus Rampp, Min Song, Baptiste Gault, Yue Li

专题命中点云：point cloud(abstract)

2208.05565 2024-04-26 cs.CG cs.DM 50%

Stable Homology-Based Cycle Centrality Measures

John Rick D. Manzanares, Paul Samuel P. Ignacio

专题命中点云：point cloud(abstract)

Comments version 2, 23 pages, includes application to fractal-like data

2404.08104 2024-04-15 cs.CG 50%

SimpliCity: Reconstructing Buildings with Simple Regularized 3D Models

Jean-Philippe Bauchet, Raphael Sulzer, Florent Lafarge, Yuliya Tarabalka

专题命中点云：point cloud(abstract)

1. 点云 7737 篇

Grand canonical generative diffusion model for crystalline phases and grain boundaries

HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devices

Monge-Kantorovich superquantiles and expected shortfalls with applications to multivariate risk measurements

A two-sample test based on averaged Wilcoxon rank sums over interpoint distances

Task-oriented and Semantics-aware Communications for Augmented Reality

TrackSorter: A Transformer-based sorting algorithm for track finding in High Energy Physics

A simple linear time algorithm for smallest enclosing circles on the (hemi)sphere

From Small Scales to Large Scales: Distance-to-Measure Density based Geometric Analysis of Complex Data

Predicting dark matter halo masses from simulated galaxy images and environments

Solving forward and inverse PDE problems on unknown manifolds via physics-informed neural operators

A multicategory jet image classification framework using deep neural network

LtU-ILI: An All-in-One Framework for Implicit Inference in Astrophysics and Cosmology

Weisfeiler Leman for Euclidean Equivariant Machine Learning

When Locally Linear Embedding Hits Boundary

A Topology Scavenger Hunt to Introduce Topological Data Analysis

Equivariant Frames and the Impossibility of Continuous Canonicalization

See Further Than CFAR: a Data-Driven Radar Detector Trained by Lidar

Lift Your Molecules: Molecular Graph Generation in Latent Euclidean Space

Lie Neurons: Adjoint-Equivariant Neural Networks for Semisimple Lie Algebras

Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics

Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH

Diffeomorphic interpolation for efficient persistence-based topological optimization

Which Framework is Suitable for Online 3D Multi-Object Tracking for Autonomous Driving with Automotive 4D Imaging Radar?

Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem

A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural Networks

Accelerating Material Property Prediction using Generically Complete Isometry Invariants

Fourier Neural Operator with Learned Deformations for PDEs on General Geometries

3D deep learning for enhanced atom probe tomography analysis of nanoscale microstructures

Stable Homology-Based Cycle Centrality Measures

SimpliCity: Reconstructing Buildings with Simple Regularized 3D Models