3D 视觉 - arXivDaily 专题

2405.17388 2025-05-19 quant-ph 50%

Non-Unitary Quantum Machine Learning

Jamie Heredge, Maxwell West, Lloyd Hollenberg, Martin Sevior

专题命中点云：point cloud(abstract)

Comments 43 pages, 23 figures

Journal ref Phys. Rev. Applied 23, 044046 (2025)

2505.10175 2025-05-16 math.PR 50%

From Combinatorics to Partial Differential Equations

Francesco Mattesini, Felix Otto

专题命中点云：point cloud(abstract)

Comments Comments very welcome!

2110.08505 2025-05-13 stat.ML cs.LG stat.ME 50%

Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach

Yikun Zhang, Yen-Chi Chen

专题命中点云：point cloud(abstract)

Comments 72 pages (22 pages for the main paper), 10 figures, 5 tables. To appear in the Journal of Computational and Graphical Statistics

2505.03342 2025-05-07 math.OC 50%

Fast Large Deformation Matching with the Energy Distance Kernel

Siwan Boufadene, François-Xavier Vialard, Jean Feydy

专题命中点云：point cloud(abstract)

2504.21393 2025-05-01 astro-ph.IM 50%

JAvaScript Multimodal INformation Explorer

Fenja Schweder, Sebastian Trujillo-Gomez, Kai Polsterer

专题命中点云：point cloud(abstract)

2501.07459 2025-04-28 eess.SP 50%

SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM)

Xiang Cheng, Ziwei Huang, Yong Yu, Lu Bai, Mingran Sun, Zengrui Han, Ruide Zhang, Sijiang Li

专题命中点云：point cloud(abstract)

2404.19689 2025-04-28 math.AP cs.LG cs.NA math.NA 50%

Continuum limit of $p$-biharmonic equations on graphs

Kehan Shi, Martin Burger

机构 * Department of Mathematics, China Jiliang University（中国浙江大学数学系）； Computational Imaging Group and Helmholtz Imaging, Deutsches Elektronen-Synchrotron DESY（德意志电子同步辐射研究中心计算成像组和Helmholtz成像）； Fachbereich Mathematik, Universität Hamburg（汉堡大学数学学院）

专题命中点云：point cloud(abstract)

Comments 21 pages

2504.14017 2025-04-22 cs.NI stat.AP 50%

Statistical Analysis and End-to-End Performance Evaluation of Traffic Models for Automotive Data

Marcello Bullo, Amir Ashtari Gargari, Paolo Testolina, Michele Zorzi, Marco Giordani

专题命中点云：point cloud(abstract)

Comments This work has been submitted to the IEEE for possible publication

2504.10140 2025-04-15 cs.IT math.IT q-bio.NC 50%

The topology of synergy: linking topological and information-theoretic approaches to higher-order interactions in complex systems

Thomas F. Varley, Pedro A. M. Mediano, Alice Patania, Josh Bongard

专题命中点云：point cloud(abstract)

2410.11525 2025-04-15 cond-mat.dis-nn 50%

Electrical Transport in Tunably-Disordered Metamaterials

Caitlyn Obrero, Mastawal Tirfe, Carmen Lee, Sourabh Saptarshi, Christopher Rock, Karen E. Daniels, Katherine A. Newhall

专题命中点云：point cloud(abstract)

Comments 9 pages, 8 figures

2407.08031 2025-04-11 math.DG 50%

Coarse extrinsic curvature of Riemannian submanifolds

Marc Arnaudon, Xue-Mei Li, Benedikt Petko

专题命中点云：point cloud(abstract)

Comments Accepted version; 50 pages, 6 figures

Journal ref European Journal of Mathematics 11, 24 (2025)

2504.04654 2025-04-08 cs.LG cs.AI q-bio.QM 50%

EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions

Ngoc-Quang Nguyen

专题命中点云：point cloud(abstract)

2412.06151 2025-04-04 nucl-th hep-ph nucl-ex 50%

Identifying weak critical fluctuations of intermittency in heavy-ion collisions with topological machine learning

Rui Wang, Chengrui Qiu, Chuan-Shen Hu, Zhiming Li, Yuanfang Wu

专题命中点云：point cloud(abstract)

Comments 11 pages, 6 figures,published version

Journal ref Phys. Lett. B 864, 139405 (2025)

2504.00790 2025-04-02 nucl-th hep-ph 50%

A Novel Deep Learning Method for Detecting Nucleon-Nucleon Correlations

Yu-Jing Huang, Zhu Meng, Long-Gang Pang, Xin-Nian Wang

专题命中点云：point cloud(abstract)

Comments 18 pages, 13 figures

2410.19750 2025-04-01 q-bio.NC cs.AI cs.LG 50%

The Geometry of Concepts: Sparse Autoencoder Feature Structure

Yuxiao Li, Eric J. Michaud, David D. Baek, Joshua Engels, Xiaoqing Sun, Max Tegmark

专题命中点云：point cloud(abstract)

Comments 16 pages, 12 figures

Journal ref Entropy 2025, 27(4), 344

2309.08677 2025-04-01 math.OC math.AP math.FA 50%

Optimal quantization with branched optimal transport distances

Paul Pegon, Mircea Petrache

专题命中点云：point cloud(abstract)

Comments Accepted in SIAM Journal on Mathematical Analysis (2025). 42 pages + bibliography

2503.20743 2025-03-27 math.DS 50%

Topology of The Polar Vortex and Montana Weather

Joshua Dorrington, Sushovan Majhi, Atish Mitra, James Moukheiber, Demi Qin, Jacob Sriraman, Kristian Strommen

专题命中点云：point cloud(abstract)

2503.01140 2025-03-25 cs.LG stat.ML 50%

DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows

Jonathan Geuter, Clément Bonet, Anna Korba, David Alvarez-Melis

专题命中点云：point cloud(abstract)

Comments 39 pages, 17 figures. To be published in AISTATS 2025

2501.07446 2025-03-25 stat.ML cs.LG 50%

Synthesis and Analysis of Data as Probability Measures with Entropy-Regularized Optimal Transport

Brendan Mallery, James M. Murphy, Shuchin Aeron

专题命中点云：point cloud(abstract)

Comments 58 pages. v3: accepted version, minor fixes to results, literature survey, updated simulations. To appear in AISTATS 2025. Code to reproduce experiments: https://github.com/brendanmallery9/Entropic-Barycenters

2503.16439 2025-03-24 cs.HC cs.AI cs.MM 50%

DreamLLM-3D: Affective Dream Reliving using Large Language Model and 3D Generative AI

Pinyao Liu, Keon Ju Lee, Alexander Steinmaurer, Claudia Picard-Deland, Michelle Carr, Alexandra Kitson

专题命中点云：point cloud(abstract)

Comments 8 pages, 3 figures, Accepted by NeurIPS creative AI track 2024

2405.19679 2025-03-12 cs.LG cs.NA math.NA math.OC 50%

Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging

Amartya Banerjee, Harlin Lee, Nir Sharon, Caroline Moosmüller

专题命中点云：point cloud(abstract)

Comments International Conference on Artificial Intelligence and Statistics (AISTATS 2025)

2503.04914 2025-03-10 math.NA cs.NA 50%

Efficiently parallelizable kernel-based multi-scale algorithm

Federico Lot, Christian Rieger

专题命中点云：point cloud(abstract)

2405.15389 2025-03-06 cs.LG 50%

Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing

Peter Lippmann, Gerrit Gerhartz, Roman Remme, Fred A. Hamprecht

专题命中点云：point cloud(abstract)

Comments To be published in proceedings of ICLR 2025

2412.12540 2025-03-04 cs.LG physics.chem-ph 50%

Stiefel Flow Matching for Moment-Constrained Structure Elucidation

Austin Cheng, Alston Lo, Kin Long Kelvin Lee, Santiago Miret, Alán Aspuru-Guzik

专题命中点云：point cloud(abstract)

Comments ICLR 2025

2410.05340 2025-03-03 cs.LG 50%

Generating CAD Code with Vision-Language Models for 3D Designs

Kamel Alrashedy, Pradyumna Tambwekar, Zulfiqar Zaidi, Megan Langwasser, Wei Xu, Matthew Gombolay

专题命中点云：point cloud(abstract)

2405.15959 2025-02-28 math.OC math.MG 50%

Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance

Ranthony A. Clark, Tom Needham, Thomas Weighill

专题命中点云：point cloud(abstract)

Comments Improved figure readability and added some new figures in Appendix

2407.17329 2025-02-27 stat.ML cs.LG math.ST stat.ME stat.TH 50%

Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia

Erell Gachon, Jérémie Bigot, Elsa Cazelles, Audrey Bidet, Jean-Philippe Vial, Pierre-Yves Dumas, Aguirre Mimoun

专题命中点云：point cloud(abstract)

2312.04065 2025-02-26 cs.LG 50%

A Robust and Efficient Boundary Point Detection Method by Measuring Local Direction Dispersion

Dehua Peng, Zhipeng Gui, Jie Gui, Huayi Wu

专题命中点云：point cloud(abstract)

Comments 14 pages, 12 figures, 3 tables

2502.17738 2025-02-26 math.ST stat.CO stat.TH 50%

Learning Density Evolution from Snapshot Data

Rentian Yao, Atsushi Nitanda, Xiaohui Chen, Yun Yang

专题命中点云：point cloud(abstract)

2502.17118 2025-02-25 cs.HC physics.chem-ph 50%

Continuous Scatterplot and Image Moments for Time-Varying Bivariate Field Analysis of Electronic Structure Evolution

Mohit Sharma, Talha Bin Masood, Nanna Holmgaard List, Ingrid Hotz, Vijay Natarajan

专题命中点云：point cloud(abstract)

1. 点云 7737 篇

Non-Unitary Quantum Machine Learning

From Combinatorics to Partial Differential Equations

Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach

Fast Large Deformation Matching with the Energy Distance Kernel

JAvaScript Multimodal INformation Explorer

SynthSoM: A synthetic intelligent multi-modal sensing-communication dataset for Synesthesia of Machines (SoM)

Continuum limit of $p$-biharmonic equations on graphs

Statistical Analysis and End-to-End Performance Evaluation of Traffic Models for Automotive Data

The topology of synergy: linking topological and information-theoretic approaches to higher-order interactions in complex systems

Electrical Transport in Tunably-Disordered Metamaterials

Coarse extrinsic curvature of Riemannian submanifolds

EquiCPI: SE(3)-Equivariant Geometric Deep Learning for Structure-Aware Prediction of Compound-Protein Interactions

Identifying weak critical fluctuations of intermittency in heavy-ion collisions with topological machine learning

A Novel Deep Learning Method for Detecting Nucleon-Nucleon Correlations

The Geometry of Concepts: Sparse Autoencoder Feature Structure

Optimal quantization with branched optimal transport distances

Topology of The Polar Vortex and Montana Weather

DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows

Synthesis and Analysis of Data as Probability Measures with Entropy-Regularized Optimal Transport

DreamLLM-3D: Affective Dream Reliving using Large Language Model and 3D Generative AI

Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging

Efficiently parallelizable kernel-based multi-scale algorithm

Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing

Stiefel Flow Matching for Moment-Constrained Structure Elucidation

Generating CAD Code with Vision-Language Models for 3D Designs

Generalized Dimension Reduction Using Semi-Relaxed Gromov-Wasserstein Distance

Low dimensional representation of multi-patient flow cytometry datasets using optimal transport for minimal residual disease detection in leukemia

A Robust and Efficient Boundary Point Detection Method by Measuring Local Direction Dispersion

Learning Density Evolution from Snapshot Data

Continuous Scatterplot and Image Moments for Time-Varying Bivariate Field Analysis of Electronic Structure Evolution