3D 视觉

Complete Neural Networks for Complete Euclidean Graphs

Snir Hordan, Tal Amir, Steven J. Gortler, Nadav Dym

专题命中 点云 ：point cloud(abstract)

Comments The 38th AAAI Conference on Artificial Intelligence

Journal ref Proceedings of the AAAI Conference on Artificial Intelligence, 38(11), 12482-12490 (2024)

GeoT: Tensor Centric Library for Graph Neural Network via Efficient Segment Reduction on GPU

Zhongming Yu, Genghan Zhang, Hanxian Huang, Xin Chen, Jishen Zhao

专题命中 点云 ：point cloud(abstract)

Meshless method stencil evaluation with machine learning

Miha Rot, Aleksandra Rashkovska

专题命中 点云 ：point cloud(abstract)

Comments 6 pages, 7 figures

Disentangling the Spectral Properties of the Hodge Laplacian: Not All Small Eigenvalues Are Equal

Vincent P. Grande, Michael T. Schaub

专题命中 点云 ：point cloud(abstract)

Comments 5 pages, 4 figures, comments welcome

Journal ref ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

A Method for Target Detection Based on Mmw Radar and Vision Fusion

Ming Zong, Jiaying Wu, Zhanyu Zhu, Jingen Ni

专题命中 点云 ：point cloud(abstract)

A LiDAR-Aided Channel Model for Vehicular Intelligent Sensing-Communication Integration

Ziwei Huang, Lu Bai, Mingran Sun, Xiang Cheng

专题命中 点云 ：point cloud(abstract)

Deep Generative Models for Ultra-High Granularity Particle Physics Detector Simulation: A Voyage From Emulation to Extrapolation

Baran Hashemi

专题命中 点云 ：point cloud(abstract)

Comments PhD thesis, 234 pages

Stability and Approximations for Decorated Reeb Spaces

Justin Curry, Washington Mio, Tom Needham, Osman Berat Okutan, Florian Russold

专题命中 点云 ：point cloud(abstract)

Comments V2: Full version of the paper to appear in SOCG 24

Full Phase Space Resonant Anomaly Detection

Erik Buhmann, Cedric Ewen, Gregor Kasieczka, Vinicius Mikuni, Benjamin Nachman, David Shih

专题命中 点云 ：point cloud(abstract)

Comments 10 pages, 7 figures

Journal ref Phys. Rev. D 109, 055015 (2024)

Fast, Expressive SE$(n)$ Equivariant Networks through Weight-Sharing in Position-Orientation Space

Erik J Bekkers, Sharvaree Vadgama, Rob D Hesselink, Putri A van der Linden, David W Romero

专题命中 点云 ：point cloud(abstract)

Comments Our code is publicly available at https://github.com/ebekkers/ponita . Published at ICLR 2024

3D molecule generation by denoising voxel grids

Pedro O. Pinheiro, Joshua Rackers, Joseph Kleinhenz, Michael Maser, Omar Mahmood, Andrew Martin Watkins, Stephen Ra, Vishnu Sresht, Saeed Saremi

专题命中 点云 ：point cloud(abstract)

On varimax asymptotics in network models and spectral methods for dimensionality reduction

Joshua Cape

专题命中 点云 ：point cloud(abstract)

Comments 21 pages with bibliography and supplement

Detecting transitions between collective motion regimes using functional hypothesis test of the time-varying persistence homology

Thevasha Sathiyakumar, Shantanu Sur, Sumona Mondal, Marko Budišić

专题命中 点云 ：point cloud(abstract)

Comments 21 pages, 13 figures

On Diffusion Process in SE(3)-invariant Space

Zihan Zhou, Ruiying Liu, Jiachen Zheng, Xiaoxue Wang, Tianshu Yu

专题命中 点云 ：point cloud(abstract)

Distributed Persistent Homology for 2D Alpha Complexes

Freya Jensen, Álvaro Torras-Casas

专题命中 点云 ：point cloud(abstract)

Comments 32 pages, 15 figures

StiefelGen: A Simple, Model Agnostic Approach for Time Series Data Augmentation over Riemannian Manifolds

Prasad Cheema, Mahito Sugiyama

专题命中 点云 ：point cloud(abstract)

Comments 61 pages, 41 figures

CaloClouds II: Ultra-Fast Geometry-Independent Highly-Granular Calorimeter Simulation

Erik Buhmann, Frank Gaede, Gregor Kasieczka, Anatolii Korol, William Korcari, Katja Krüger, Peter McKeown

专题命中 点云 ：point cloud(abstract)

Comments 30 pages, 7 figures, 3 tables, code available at https://github.com/FLC-QU-hep/CaloClouds-2

CaloClouds: Fast Geometry-Independent Highly-Granular Calorimeter Simulation

Erik Buhmann, Sascha Diefenbacher, Engin Eren, Frank Gaede, Gregor Kasieczka, Anatolii Korol, William Korcari, Katja Krüger, Peter McKeown

专题命中 点云 ：point cloud(abstract)

Comments 25 pages, 11 figures

Journal ref JINST 18 (2023) 11, P11025

Completeness of Atomic Structure Representations

Jigyasa Nigam, Sergey N. Pozdnyakov, Kevin K. Huguenin-Dumittan, Michele Ceriotti

专题命中 点云 ：point cloud(abstract)

Journal ref APL Mach. Learn. 2, 016110 (2024)

A Lennard-Jones Layer for Distribution Normalization

Mulun Na, Jonathan Klein, Biao Zhang, Wojtek Pałubicki, Sören Pirk, Dominik L. Michels

专题命中 点云 ：point cloud(abstract)

Comments Upon request, we are happy to share the source code to generate the results presented in this paper. Please contact the first or the last author of this manuscript

Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled

Shengchao Liu, Chengpeng Wang, Jiarui Lu, Weili Nie, Hanchen Wang, Zhuoxinran Li, Bolei Zhou, Jian Tang

专题命中 点云 ：point cloud(abstract)

A quatum inspired neural network for geometric modeling

Weitao Du, Shengchao Liu, Xuecang Zhang

专题命中 点云 ：point cloud(abstract)

Straight versus Spongy -- Effect of Tortuosity on Polymer Imbibition into Nanoporous Matrices Assessed by Segmentation-Free Analysis of 3D Sample Reconstructions

Fernando Vazquez Luna, Anjani K. Maurya, Juliana Martins de Souza e Silva, Guido Dittrich, Theresa Paul, Dirk Enke, Patrick Huber, Ralf Wehrspohn, Martin Steinhart

专题命中 点云 ：3D reconstruction(abstract)

Journal ref J. Phys. Chem. C 2022, 126, 30, 12765-12779

MultiTest: Physical-Aware Object Insertion for Testing Multi-sensor Fusion Perception Systems

Xinyu Gao, Zhijie Wang, Yang Feng, Lei Ma, Zhenyu Chen, Baowen Xu

专题命中 点云 ：point cloud(abstract)

Comments The first two authors contributed equally. To appear in the proceedings of the 46th International Conference on Software Engineering (ICSE 2024)

TIPSY: Trajectory of Infalling Particles in Streamers around Young stars. Dynamical analysis of the streamers around S CrA and HL Tau

Aashish Gupta, Anna Miotello, Jonathan P. Williams, Til Birnstiel, Michael Kuffmeier, Hsi-Wei Yen

专题命中 点云 ：point cloud(abstract)

Comments Accepted in Astronomy & Astrophysics

Optimizing $k$ in $k$NN Graphs with Graph Learning Perspective

Asuka Tamaru, Junya Hara, Hiroshi Higashi, Yuichi Tanaka, Antonio Ortega

专题命中 点云 ：point cloud(abstract)

SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving

Minjae Lee, Seongmin Park, Hyungmin Kim, Minyong Yoon, Janghwan Lee, Jun Won Choi, Nam Sung Kim, Mingu Kang, Jungwook Choi

专题命中 点云 ：point cloud(abstract)

Comments 14 pages, 15 figures

DTM-based Filtrations

Hirokazu Anai, Frédéric Chazal, Marc Glisse, Yuichi Ike, Hiroya Inakoshi, Raphaël Tinarrage, Yuhei Umeda

专题命中 点云 ：point cloud(abstract)

Comments Abel Symposia, Springer, In press, Topological Data Analysis

Journal ref Topological Data Analysis: The Abel Symposium 2018

The Bjøntegaard Bible -- Why your Way of Comparing Video Codecs May Be Wrong

Christian Herglotz, Hannah Och, Anna Meyer, Geetha Ramasubbu, Lena Eichermüller, Matthias Kränzler, Fabian Brand, Kristian Fischer, Dat Thanh Nguyen, Andy Regensky, André Kaup

专题命中 点云 ：point cloud(abstract)

Comments 21 pages, 14 figures

Active search and coverage using point-cloud reinforcement learning

Matthias Rosynski, Alexandru Pop, Lucian Busoniu

专题命中 点云 ：point cloud(abstract)

Journal ref Proceedings of 27th International Conference on System Theory, Control and Computing, October 11-13, 2023, Timisoara, Romania