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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
Robustifying Point Cloud Networks by Refocusing Meir Yossef Levi Guy Gilboa 3DPC 106 4 0 10 Aug 2023
RLSAC: Reinforcement Learning enhanced Sample Consensus for End-to-End Robust Estimation Chang Nie Guangming Wang Yanfeng Guo Luca Cavalli Marc Pollefeys Hesheng Wang OffRL 52 4 0 10 Aug 2023
Deep Semantic Graph Matching for Large-scale Outdoor Point Clouds Registration Shaocong Liu Tao Wang Yan Zhang Ruqin Zhou Li Li Chenguang Dai Yongsheng Zhang Longguang Wang Hanyun Wang 3DPC 103 12 0 10 Aug 2023
Geometric Learning-Based Transformer Network for Estimation of Segmentation Errors S. Sree Mohammad Al Fahim Keerthi Ram M. Sivaprakasam MedIm 26 0 0 09 Aug 2023
PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration Mingzhi Yuan Kexue Fu Zhihao Li Yucong Meng Manning Wang 3DPC 67 15 0 09 Aug 2023
Bird's-Eye-View Scene Graph for Vision-Language Navigation Ruitao Liu Xiaohan Wang Wenguan Wang Yi Yang 125 57 0 09 Aug 2023
Self-supervised Learning of Rotation-invariant 3D Point Set Features using Transformer and its Self-distillation T. Furuya Zhoujie Chen Ryutarou Ohbuchi Zhenzhong Kuang 3DPC 60 2 0 09 Aug 2023
An Empirical Analysis of Range for 3D Object Detection Neehar Peri Mengtian Li Benjamin Wilson Yu-Xiong Wang James Hays Deva Ramanan 3DPC 80 10 0 08 Aug 2023
Local Consensus Enhanced Siamese Network with Reciprocal Loss for Two-view Correspondence Learning Linbo Wang Jing Wu Xianyong Fang Zhengyi Liu Chenjie Cao Yanwei Fu 40 1 0 06 Aug 2023
Boosting Few-shot 3D Point Cloud Segmentation via Query-Guided Enhancement Zhen-Hu Ning Zhuotao Tian Guangming Lu Wenjie Pei 3DPC 76 14 0 06 Aug 2023
Cross-modal & Cross-domain Learning for Unsupervised LiDAR Semantic Segmentation Yiyang Chen Shanshan Zhao Changxing Ding Liyao Tang Chaoyue Wang Dacheng Tao 3DPC 61 2 0 05 Aug 2023
Sketch and Text Guided Diffusion Model for Colored Point Cloud Generation Zijie Wu Yaonan Wang Mingtao Feng He-ping Xie Ajmal Mian DiffM 68 33 0 05 Aug 2023
PVG: Progressive Vision Graph for Vision Recognition Jiafu Wu Jian Li Jiangning Zhang Boshen Zhang M. Chi Yabiao Wang Chengjie Wang ViT 124 15 0 01 Aug 2023
Multi Agent Navigation in Unconstrained Environments using a Centralized Attention based Graphical Neural Network Controller Yining Ma Qadeer Ahmad Khan Zorah Lähner 27 4 0 31 Jul 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 74 11 0 31 Jul 2023
MRA-GNN: Minutiae Relation-Aware Model over Graph Neural Network for Fingerprint Embedding Yapeng Su Tong Zhao Zicheng Zhang 63 2 0 31 Jul 2023
Benchmarking and Analyzing Robust Point Cloud Recognition: Bag of Tricks for Defending Adversarial Examples Qiufan Ji Lin Wang Cong Shi Shengshan Hu Ying-Cong Chen Lichao Sun AAML 3DPC 44 2 0 31 Jul 2023
VPP: Efficient Conditional 3D Generation via Voxel-Point Progressive Representation Zekun Qi Muzhou Yu Runpei Dong Kaisheng Ma 3DPC 78 15 0 28 Jul 2023
PatchMixer: Rethinking network design to boost generalization for 3D point cloud understanding Davide Boscaini Fabio Poiesi 3DPC 3DV 57 7 0 28 Jul 2023
Point Clouds Are Specialized Images: A Knowledge Transfer Approach for 3D Understanding Jiachen Kang W. Jia Xiangjian He Kin-Man Lam 3DPC 94 2 0 28 Jul 2023
Take-A-Photo: 3D-to-2D Generative Pre-training of Point Cloud Models Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu DiffM 3DPC 79 19 0 27 Jul 2023
pCTFusion: Point Convolution-Transformer Fusion with Semantic Aware Loss for Outdoor LiDAR Point Cloud Segmentation A. Kuriyal Vaibhav Kumar B. Lohani 3DPC 54 1 0 27 Jul 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 93 32 0 27 Jul 2023
Memory-Efficient Graph Convolutional Networks for Object Classification and Detection with Event Cameras K. Jeziorek Andrea Pinna T. Kryjak GNN 76 12 0 26 Jul 2023
Human-centric Scene Understanding for 3D Large-scale Scenarios Yiteng Xu Peishan Cong Yichen Yao Runnan Chen Yuenan Hou Xinge Zhu Xuming He Jingyi Yu Yuexin Ma 3DV 93 24 0 26 Jul 2023
One-Nearest Neighborhood Guides Inlier Estimation for Unsupervised Point Cloud Registration Yongzhe Yuan Yue Wu Maoguo Gong Qiguang Miao A. K. Qin 3DPC 73 4 0 26 Jul 2023
Compact & Capable: Harnessing Graph Neural Networks and Edge Convolution for Medical Image Classification Aryan Singh Pepijn Van de Ven Ciarán Eising Patrick Denny GNN 64 3 0 24 Jul 2023
PG-RCNN: Semantic Surface Point Generation for 3D Object Detection Inyong Koo Inyoung Lee Se-Ho Kim Heeseon Kim Woo-Jin Jeon Changick Kim 3DPC 71 27 0 24 Jul 2023
Learning Universal and Robust 3D Molecular Representations with Graph Convolutional Networks Shuo-feng Zhang Yang Liu Li Xie Lei Xie 3DV 26 0 0 24 Jul 2023
Rethinking Mesh Watermark: Towards Highly Robust and Adaptable Deep 3D Mesh Watermarking Xin-Shan Zhu Guanhui Ye Xiapu Luo Xue-Ming Wei AAML 82 7 0 21 Jul 2023
Risk-optimized Outlier Removal for Robust 3D Point Cloud Classification Xinke Li Junchi Lu Henghui Ding Changsheng Sun Qiufeng Wang Chee Yeow Meng 3DPC 93 6 0 20 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Hongsheng Li Yu Qiao Wanli Ouyang Xiangyu Yue 105 150 0 20 Jul 2023
SCA-PVNet: Self-and-Cross Attention Based Aggregation of Point Cloud and Multi-View for 3D Object Retrieval Dongyun Lin Yi Cheng Aiyuan Guo Shangbo Mao Yiqun Li 3DPC 77 10 0 20 Jul 2023
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds Jiahui Liu Chirui Chang Jianhui Liu Xiaoyang Wu Lan Ma Xiaojuan Qi 3DPC 89 19 0 18 Jul 2023
Learning Adaptive Neighborhoods for Graph Neural Networks Avishkar Saha Oscar Alejandro Mendez Maldonado Chris Russell Richard Bowden GNN 135 5 0 18 Jul 2023
TractCloud: Registration-free tractography parcellation with a novel local-global streamline point cloud representation Tengfei Xue Yuqian Chen Chaoyi Zhang A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell DiffM 65 8 0 18 Jul 2023
Quaternion Convolutional Neural Networks: Current Advances and Future Directions Gerardo Altamirano-Gomez C. Gershenson 103 5 0 17 Jul 2023
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds Zhaiyu Chen Yilei Shi Liangliang Nan Zhitong Xiong Xiao Xiang Zhu 3DPC AI4CE 49 9 0 17 Jul 2023
SVDFormer: Complementing Point Cloud via Self-view Augmentation and Self-structure Dual-generator Zhe Zhu Honghua Chen Xingyi He He Weiming Wang J. Qin Mingqiang Wei 3DPC 100 25 0 17 Jul 2023
MaGNAS: A Mapping-Aware Graph Neural Architecture Search Framework for Heterogeneous MPSoC Deployment Mohanad Odema Halima Bouzidi Hamza Ouarnoughi Smail Niar M. A. Al Faruque 93 9 0 16 Jul 2023
Privacy-Utility Trade-offs in Neural Networks for Medical Population Graphs: Insights from Differential Privacy and Graph Structure Tamara T. Mueller Maulik Chevli Ameya Daigavane Daniel Rueckert Georgios Kaissis 57 0 0 13 Jul 2023
Self-supervised adversarial masking for 3D point cloud representation learning Michal Szachniewicz Wojciech Kozlowski Michal Stypulkowski Maciej Ziȩba 3DPC 46 2 0 11 Jul 2023
Hyperspherical Embedding for Point Cloud Completion Junming Zhang Haomeng Zhang Ram Vasudevan Matthew Johnson-Roberson 3DPC 64 2 0 11 Jul 2023
Shelving, Stacking, Hanging: Relational Pose Diffusion for Multi-modal Rearrangement Anthony Simeonov Ankit Goyal Lucas Manuelli Lin Yen-Chen Alina Sarmiento Alberto Rodriguez Pulkit Agrawal Dieter Fox DiffM 97 38 0 10 Jul 2023
Multimodal brain age estimation using interpretable adaptive population-graph learning Kyriaki-Margarita Bintsi V. Baltatzis Rolandos Alexandros Potamias A. Hammers Daniel Rueckert 52 7 0 10 Jul 2023
Graph Convolutional Networks for Simulating Multi-phase Flow and Transport in Porous Media Jiamin Jiang B. Guo GNN AI4CE 51 0 0 10 Jul 2023
Learning to Identify Graphs from Node Trajectories in Multi-Robot Networks Eduardo Sebastián T. Duong Nikolay Atanasov Eduardo Montijano C. Sagüés 178 2 0 10 Jul 2023
BPNet: Bézier Primitive Segmentation on 3D Point Clouds Rao Fu Cheng Wen Qian Li Xiao Xiao Pierre Alliez 3DV 3DPC 107 4 0 08 Jul 2023
VariGrad: A Novel Feature Vector Architecture for Geometric Deep Learning on Unregistered Data Emmanuel Hartman E. Pierson 99 2 0 07 Jul 2023
GAFAR: Graph-Attention Feature-Augmentation for Registration A Fast and Light-weight Point Set Registration Algorithm L. Mohr Ismail Geles Friedrich Fraundorfer 3DPC 18 1 0 05 Jul 2023