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Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

50 / 2,313 papers shown

Title
CP $^2$ : Leveraging Geometry for Conformal Prediction via Canonicalization P. A. V. D. Linden Alexander Timans Erik J. Bekkers 15 0 0 19 Jun 2025
A Strong View-Free Baseline Approach for Single-View Image Guided Point Cloud Completion Fangzhou Lin Zilin Dai Rigved Sanku Songlin Hou Kazunori D Yamada Haichong K. Zhang Ziming Zhang 3DPC 24 0 0 18 Jun 2025
Enhancing point cloud analysis via neighbor aggregation correction based on cross-stage structure correlation Jiaqi Shi Jin Xiao Xiaoguang Hu Boyang Song Hao Jiang Tianyou Chen Baochang Zhang 18 0 0 18 Jun 2025
Vision Transformers for End-to-End Quark-Gluon Jet Classification from Calorimeter Images Md Abrar Jahin Shahriar Soudeep Arian Rahman Aditta M. F. Mridha Nafiz Fahad Md. Jakir Hossen ViT 15 0 0 17 Jun 2025
MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style Convolution Zhiwen Shao Yifan Cheng Feiran Li Yong Zhou Xuequan Lu Yuan Xie Lizhuang Ma ViT 28 0 0 17 Jun 2025
SASep: Saliency-Aware Structured Separation of Geometry and Feature for Open Set Learning on Point Clouds Jinfeng Xu Xianzhi Li Yuan Tang Xu Han Qiao Yu Yixue Hao Long Hu Min Chen 3DPC 33 0 0 16 Jun 2025
Crime Hotspot Prediction Using Deep Graph Convolutional Networks Tehreem Zubair Syeda Kisaa Fatima Noman Ahmed Asifullah Khan GNN 15 0 0 16 Jun 2025
UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting Ziyi Wang Yanran Zhang Jie Zhou Jiwen Lu 3DPC 3DGS 60 0 0 11 Jun 2025
Enhancing Human-Robot Collaboration: A Sim2Real Domain Adaptation Algorithm for Point Cloud Segmentation in Industrial Environments Fatemeh Mohammadi Amin Darwin G. Caldwell H. W. V. D. Venn 3DPC 64 0 0 11 Jun 2025
Accurate and efficient zero-shot 6D pose estimation with frozen foundation models Andrea Caraffa Davide Boscaini Fabio Poiesi 88 0 0 11 Jun 2025
ArrowPose: Segmentation, Detection, and 5 DoF Pose Estimation Network for Colorless Point Clouds Frederik Hagelskjaer 3DPC 25 0 0 10 Jun 2025
FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion Fred Xu Song Jiang Z. Huang Xiao Luo Shichang Zhang Adrian Chen Yizhou Sun 22 3 0 10 Jun 2025
Graph Prompting for Graph Learning Models: Recent Advances and Future Directions Xingbo Fu Zehong Wang Zihan Chen Jiazheng Li Yaochen Zhu Zhenyu Lei Cong Shen Yanfang Ye Chuxu Zhang Jundong Li AI4CE VLM 28 0 0 10 Jun 2025
Rethinking Range-View LiDAR Segmentation in Adverse Weather Longyu Yang Ping Hu Lu Zhang Jun Liu Yap-Peng Tan Heng Tao Shen Xiaofeng Zhu 20 0 0 10 Jun 2025
LogoSP: Local-global Grouping of Superpoints for Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Weisheng Dai Hongtao Wen Bo Yang 3DPC 26 0 0 09 Jun 2025
MAGNet: A Multi-Scale Attention-Guided Graph Fusion Network for DRC Violation Detection Weihan Lu Hong Cai Chen 17 0 0 08 Jun 2025
KNN-Defense: Defense against 3D Adversarial Point Clouds using Nearest-Neighbor Search Nima Jamali Matina Mahdizadeh Sani Hanieh Naderi S. Kasaei AAML 3DPC 22 0 0 07 Jun 2025
Face recognition on point cloud with cgan-top for denoising Junyu Liu Jianfeng Ren Sunhong Liang Xudong Jiang 3DPC CVBM 3DV 23 3 0 07 Jun 2025
Deep Learning Reforms Image Matching: A Survey and Outlook Shihua Zhang Zizhuo Li Kaining Zhang Yifan Lu Yuxin Deng Linfeng Tang Xingyu Jiang Jiayi Ma 3DV 110 0 0 05 Jun 2025
HuGeDiff: 3D Human Generation via Diffusion with Gaussian Splatting Maksym Ivashechkin Oscar Mendez Richard Bowden 3DGS 32 0 0 04 Jun 2025
Towards Explicit Geometry-Reflectance Collaboration for Generalized LiDAR Segmentation in Adverse Weather Longyu Yang Ping Hu Shangbo Yuan Lu Zhang Jun Liu Hengtao Shen Xiaofeng Zhu 47 0 0 03 Jun 2025
ToothForge: Automatic Dental Shape Generation using Synchronized Spectral Embeddings Tibor Kubík François Guibault Michal Španěl Hervé Lombaert MedIm 66 0 0 03 Jun 2025
Automated Manifold Learning for Reduced Order Modeling Imran Nasim Melanie Weber AI4CE 59 0 0 02 Jun 2025
TIGeR: Text-Instructed Generation and Refinement for Template-Free Hand-Object Interaction Y. Huang Zhedong Zheng Yu Ziwei Yaxiong Wang Tze Ho Elden Tse Angela Yao 42 0 0 01 Jun 2025
SVarM: Linear Support Varifold Machines for Classification and Regression on Geometric Data Emmanuel Hartman N. Charon 46 0 0 01 Jun 2025
BAGNet: A Boundary-Aware Graph Attention Network for 3D Point Cloud Semantic Segmentation Wei Tao Xiaoyang Qu Kai Lu Jiguang Wan Shenglin He Jianzong Wang 3DPC 24 0 0 31 May 2025
A Cross Branch Fusion-Based Contrastive Learning Framework for Point Cloud Self-supervised Learning Chengzhi Wu Qianliang Huang Kun Jin Julius Pfrommer Jürgen Beyerer 3DPC SSL 52 3 0 30 May 2025
6D Pose Estimation on Point Cloud Data through Prior Knowledge Integration: A Case Study in Autonomous Disassembly Chengzhi Wu Hao Fu Jan-Philipp Kaiser Erik Tabuchi Barczak Julius Pfrommer G. Lanza M. Heizmann Jürgen Beyerer 3DPC 61 3 0 30 May 2025
HyperPointFormer: Multimodal Fusion in 3D Space with Dual-Branch Cross-Attention Transformers Aldino Rizaldy R. Gloaguen Fabian Ewald Fassnacht Pedram Ghamisi 3DPC 35 0 0 29 May 2025
Point-MoE: Towards Cross-Domain Generalization in 3D Semantic Segmentation via Mixture-of-Experts Xuweiyi Chen Wentao Zhou Aruni RoyChowdhury Zezhou Cheng 3DPC 59 0 0 29 May 2025
On Geometry-Enhanced Parameter-Efficient Fine-Tuning for 3D Scene Segmentation Liyao Tang Zhe Chen Dacheng Tao 3DPC 54 0 0 28 May 2025
NFR: Neural Feature-Guided Non-Rigid Shape Registration Puhua Jiang Zhangquan Chen Mingze Sun Ruqi Huang 3DPC 37 0 0 28 May 2025
Relevance-driven Input Dropout: an Explanation-guided Regularization Technique Shreyas Gururaj Lars Grüne Wojciech Samek Sebastian Lapuschkin Leander Weber 142 0 0 27 May 2025
PMA: Towards Parameter-Efficient Point Cloud Understanding via Point Mamba Adapter Yaohua Zha Yanzi Wang Hang Guo Jinpeng Wang Tao Dai Bin Chen Zhihao Ouyang Xue Yuerong Ke Chen Shu-Tao Xia 102 1 0 27 May 2025
DeepMultiConnectome: Deep Multi-Task Prediction of Structural Connectomes Directly from Diffusion MRI Tractography Marcus J. Vroemen Yuqian Chen Yui Lo Tengfei Xu Weidong Cai Fan Zhang Josien P.W. Pluim L. O’Donnell 52 0 0 27 May 2025
InfoCons: Identifying Interpretable Critical Concepts in Point Clouds via Information Theory Feifei Li Mi Zhang Zhaoxiang Wang Min Yang 135 0 0 26 May 2025
Canonical Policy: Learning Canonical 3D Representation for Equivariant Policy Zhiyuan Zhang Zhengtong Xu Jai Nanda Lakamsani Yu She SSL LM&Ro 3DPC 64 0 0 24 May 2025
CageNet: A Meta-Framework for Learning on Wild Meshes M. Edelstein Hsueh-Ti Derek Liu M. Ben-Chen 48 0 0 24 May 2025
Early-Exit Graph Neural Networks Andrea Giuseppe Di Francesco Maria Sofia Bucarelli F. M. Nardini R. Perego Nicola Tonellotto Fabrizio Silvestri 140 0 0 23 May 2025
Flexible-weighted Chamfer Distance: Enhanced Objective Function for Point Cloud Completion Jie Li Shengwei Tian Long Yu Xin Ning 214 0 0 20 May 2025
Physics-Driven Local-Whole Elastic Deformation Modeling for Point Cloud Representation Learning Zhongyu Chen Rong Zhao Xie Han Xindong Guo Song Wang Zherui Qiao 3DPC 86 0 0 20 May 2025
Learning (Approximately) Equivariant Networks via Constrained Optimization Andrei Manolache Luiz F.O. Chamon Mathias Niepert 126 0 0 19 May 2025
Dynamic Graph CNN with Jacobi Kolmogorov-Arnold Networks for 3D Classification of Point Sets Hanaa El Afia Said Ohamouddou R. Chiheb A. E. Afia 3DPC 25 0 0 17 May 2025
HyMamba: Mamba with Hybrid Geometry-Feature Coupling for Efficient Point Cloud Classification Bin Liu Changbo Wang Xuelian Liu Guan Xi Guan Xi Mamba 82 0 0 16 May 2025
Spatiotemporal Field Generation Based on Hybrid Mamba-Transformer with Physics-informed Fine-tuning Peimian Du Jiabin Liu Xiaowei Jin Mengwang Zuo Hui Li AI4CE 126 0 0 16 May 2025
Automating Infrastructure Surveying: A Framework for Geometric Measurements and Compliance Assessment Using Point Cloud Data A. Ghafourian Andrew Lee Dechen Gao Tyler Beer Kin Yen Iman Soltani 73 0 0 09 May 2025
Examining the Source of Defects from a Mechanical Perspective for 3D Anomaly Detection Hanzhe Liang Aoran Wang Jie Zhou Xin Jin C. Gao Jinbao Wang 194 1 0 09 May 2025
Vision Graph Prompting via Semantic Low-Rank Decomposition Zixiang Ai Zichen Liu Jiahuan Zhou 142 0 0 07 May 2025
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 196 0 0 07 May 2025
Registration of 3D Point Sets Using Exponential-based Similarity Matrix Ashutosh Singandhupe Sanket Lokhande Hung M. La 3DPC 77 0 0 07 May 2025