Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 831 papers shown

Title
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 31 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 26 0 0 09 May 2025
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 58 0 0 07 May 2025
Web2Grasp: Learning Functional Grasps from Web Images of Hand-Object Interactions Hongyi Chen Yunchao Yao Yufei Ye Zhixuan Xu Homanga Bharadhwaj Jiashun Wang Shubham Tulsiani Zackory Erickson Jeffrey Ichnowski 33 0 0 07 May 2025
Vision Graph Prompting via Semantic Low-Rank Decomposition Zixiang Ai Zichen Liu Jiahuan Zhou 48 0 0 07 May 2025
Registration of 3D Point Sets Using Exponential-based Similarity Matrix Ashutosh Singandhupe Sanket Lokhande Hung M. La 3DPC 32 0 0 07 May 2025
Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA Framework Andrzej Mizera Jakub Zarzycki GNN AI4CE 39 0 0 05 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Z. Wang Yang Zhou Jinhai Xiang Yunhong Wang Xinwei He VLM 44 0 0 05 May 2025
SAMBLE: Shape-Specific Point Cloud Sampling for an Optimal Trade-Off Between Local Detail and Global Uniformity Chengzhi Wu Yuxin Wan Hao Fu Julius Pfrommer Zeyun Zhong Junwei Zheng Jiaming Zhang Jürgen Beyerer 3DPC 54 0 0 28 Apr 2025
Interpretable Affordance Detection on 3D Point Clouds with Probabilistic Prototypes M. Li Korbinian Franz Rudolf Nils Blank Rudolf Lioutikov 3DPC 34 0 0 25 Apr 2025
DrivAer Transformer: A high-precision and fast prediction method for vehicle aerodynamic drag coefficient based on the DrivAerNet++ dataset Jiaqi He Xiangwen Luo Yiping Wang AI4CE 38 0 0 11 Apr 2025
BRepFormer: Transformer-Based B-rep Geometric Feature Recognition Yongkang Dai Xiaoshui Huang Yunpeng Bai Hao Guo Hongping Gan Ling Yang Yilei Shi 44 0 0 10 Apr 2025
PvNeXt: Rethinking Network Design and Temporal Motion for Point Cloud Video Recognition Jie Wang Tingfa Xu Lihe Ding Xinjie Zhang Long Bai Jianan Li 3DPC 145 0 0 07 Apr 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 82 0 0 03 Apr 2025
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation Hao Li Yuecong Xu Junjie Chen Kemi Ding 3DPC CLL 37 0 0 02 Apr 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Ming Cheng Yunhong Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 92 0 0 15 Mar 2025
SE(3)-Equivariant Robot Learning and Control: A Tutorial Survey Joohwan Seo Soochul Yoo Junwoo Chang Hyunseok An Hyunwoo Ryu Soomi Lee Arvind Kruthiventy Jongeun Choi R. Horowitz 71 2 0 12 Mar 2025
Mitigating Ambiguities in 3D Classification with Gaussian Splatting Ruiqi Zhang Hao Zhu J. Zhao Qi Zhang Xun Cao Zhan Ma 3DPC 59 0 0 11 Mar 2025
PointDiffuse: A Dual-Conditional Diffusion Model for Enhanced Point Cloud Semantic Segmentation Yong-xing He Hongshan Yu Mingtao Feng Tongjia Chen Zechuan Li Anwaar Ulhaq Saeed Anwar Ajmal Mian DiffM 78 0 0 08 Mar 2025
Spectral Informed Mamba for Robust Point Cloud Processing Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Milad Cheraghalikhani David Osowiechi G. A. V. Hakim Farzad Beizaee Ismail ben Ayed Christian Desrosiers Mamba 3DPC 71 0 0 06 Mar 2025
Edge Prompt Tuning for Graph Neural Networks Xingbo Fu Yinhan He Jundong Li 50 1 0 02 Mar 2025
Explainable LiDAR 3D Point Cloud Segmentation and Clustering for Detecting Airplane-Generated Wind Turbulence Zhan Qu Shuzhou Yuan Michael Färber Marius Brennfleck Niklas Wartha Anton Stephan 3DPC 34 0 0 01 Mar 2025
TractCloud-FOV: Deep Learning-based Robust Tractography Parcellation in Diffusion MRI with Incomplete Field of View Yuqian Chen L. Zekelman Yui Lo Suheyla Cetin Karayumak Tengfei Xue Yogesh Rathi N. Makris Fan Zhang Weidong Cai L. O’Donnell 36 2 0 28 Feb 2025
Noise-Injected Spiking Graph Convolution for Energy-Efficient 3D Point Cloud Denoising Zheng Li Qiaoyun Wu Jialin Zhang Kaijun Zhang Jun Wang 3DPC 47 0 0 27 Feb 2025
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 69 7 0 24 Feb 2025
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning Xingbo Fu Zihan Chen Yinhan He Song Wang Binchi Zhang Chen Chen Jundong Li OOD FedML 61 1 0 24 Feb 2025
Noise2Score3D:Unsupervised Tweedie's Approach for Point Cloud Denoising Xiangbin Wei 133 0 0 24 Feb 2025
Geometry-Aware 3D Salient Object Detection Network Chen Wang L. Zhang Le Hui Qi Liu Yuchao Dai 3DPC 47 0 0 23 Feb 2025
No-reference geometry quality assessment for colorless point clouds via list-wise rank learning Zheng Li Bingxu Xie Chao Chu Weiqing Li Zhiyong Su 48 1 0 17 Feb 2025
Occlusion-aware Text-Image-Point Cloud Pretraining for Open-World 3D Object Recognition Khanh Nguyen Ghulam Mubashar Hassan Ajmal Saeed Mian 3DPC 54 0 0 15 Feb 2025
Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes Krithika S. Iyer Mokshagna Sai Teja Karanam Shireen Elhabian 64 0 0 11 Feb 2025
HiPoNet: A Topology-Preserving Multi-View Neural Network For High Dimensional Point Cloud and Single-Cell Data Siddharth Viswanath Hiren Madhu Dhananjay Bhaskar Jake Kovalic Dave Johnson Rex Ying Christopher J. Tape Ian M. Adelstein Michael Perlmutter Smita Krishnaswamy 3DPC 90 1 0 11 Feb 2025
Diffusion Suction Grasping with Large-Scale Parcel Dataset Ding-Tao Huang Xinyi He Debei Hua Dongfang Yu En-Te Lin Long Zeng DiffM 62 0 0 11 Feb 2025
LiDAR Loop Closure Detection using Semantic Graphs with Graph Attention Networks Liudi Yang Ruben Mascaro Ignacio Alzugaray Sai Manoj Prakhya Marco Karrer Ziyuan Liu M. Chli 3DPC 91 1 0 31 Jan 2025
SynthmanticLiDAR: A Synthetic Dataset for Semantic Segmentation on LiDAR Imaging Javier Montalvo Pablo Carballeira Álvaro García-Martín 61 0 0 31 Jan 2025
Efficient Point Clouds Upsampling via Flow Matching Z. Liu Chenhang He Lei Li 44 1 0 28 Jan 2025
Multi-view Structural Convolution Network for Domain-Invariant Point Cloud Recognition of Autonomous Vehicles Younggun Kim Beomsik Cho Seonghoon Ryoo Soomok Lee 3DPC 99 0 0 27 Jan 2025
TFLOP: Table Structure Recognition Framework with Layout Pointer Mechanism Minsoo Khang Teakgyu Hong LMTD 96 0 0 21 Jan 2025
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Yunhong Wang Wang Chen Kang Yang Deying Li Jianfei Cai 3DPC 83 3 0 17 Jan 2025
Detection of adrenal anomalous findings in spinal CT images using multi model graph aggregation Shabalin Carmel Shenkman Israel Shelef Ilan Ben-Arie Gal Alex Geftler Shahar Yuval MedIm 37 0 0 03 Jan 2025
Test-Time Adaptation in Point Clouds: Leveraging Sampling Variation with Weight Averaging Ali Bahri Moslem Yazdanpanah Mehrdad Noori Sahar Dastani Oghani Milad Cheraghalikhani David Osowiech Farzad Beizaee G. A. V. Hakim Ismail ben Ayed Christian Desrosiers 3DPC TTA 45 0 0 31 Dec 2024
LibAFL-DiFuzz: Advanced Architecture Enabling Directed Fuzzing Darya Parygina Timofey Mezhuev D. Kuts 36 0 0 26 Dec 2024
SeqAfford: Sequential 3D Affordance Reasoning via Multimodal Large Language Model Chunlin Yu Hanqing Wang Ye Shi Haoyang Luo Sibei Yang Jingyi Yu Jingya Wang LRM LM&Ro 92 1 0 02 Dec 2024
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors Guangshun Wei Yuan Feng Long Ma Chen Wang Yuanfeng Zhou Changjian Li 192 0 0 28 Nov 2024
Revisiting Point Cloud Completion: Are We Ready For The Real-World? Stuti Pathak Prashant Kumar Nicholus Mboga Gunther Steenackers R. Penne Rudi Penne 166 0 0 26 Nov 2024
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 33 1 0 04 Nov 2024
Evaluating the Robustness of LiDAR Point Cloud Tracking Against Adversarial Attack Shengjing Tian Yinan Han Xiantong Zhao Bin Liu Xiuping Liu AAML 26 0 0 28 Oct 2024
A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts Jiaxin Lu Yongqing Liang Huijun Han Jiacheng Hua Junfeng Jiang Xin Li Qixing Huang 3DV 43 1 0 18 Oct 2024
Beyond Fixed Topologies: Unregistered Training and Comprehensive Evaluation Metrics for 3D Talking Heads Federico Nocentini T. Besnier Claudio Ferrari Sylvain Arguillere Stefano Berretti Mohamed Daoudi 59 1 0 14 Oct 2024
Robust 3D Point Clouds Classification based on Declarative Defenders Kaidong Li Tianxiao Zhang Cuncong Zhong Z. Zhang G. Wang 3DPC 42 1 0 13 Oct 2024