Adaptive Graph Convolution for Point Cloud Analysis

18 August 2021

Mingqiang Wei

Papers citing "Adaptive Graph Convolution for Point Cloud Analysis"

50 / 56 papers shown

Title
FA-KPConv: Introducing Euclidean Symmetries to KPConv via Frame Averaging Ali Alawieh Alexandru P. Condurache 3DPC 53 0 0 07 May 2025
Edge Prompt Tuning for Graph Neural Networks Xingbo Fu Yinhan He Jundong Li 48 1 0 02 Mar 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
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation Zhaochong An Guolei Sun Yun Liu Runjia Li Min Wu Ming-Ming Cheng Ender Konukoglu Serge J. Belongie 64 4 0 29 Oct 2024
PointMT: Efficient Point Cloud Analysis with Hybrid MLP-Transformer Architecture Qiang Zheng Chao Zhang Jian Sun 30 1 0 10 Aug 2024
GPSFormer: A Global Perception and Local Structure Fitting-based Transformer for Point Cloud Understanding Changshuo Wang Meiqing Wu S. Lam Xin Ning Shangshu Yu Ruiping Wang Weijun Li T. Srikanthan 36 14 0 18 Jul 2024
Global Attention-Guided Dual-Domain Point Cloud Feature Learning for Classification and Segmentation Zihao Li Pan Gao Kang-Soo You Chuan Yan Manoranjan Paul 3DPC 29 0 0 12 Jul 2024
PointViG: A Lightweight GNN-based Model for Efficient Point Cloud Analysis Qiang Zheng Yafei Qi Chen Wang Chao Zhang Jian Sun 3DPC 32 2 0 01 Jul 2024
Efficient Point Transformer with Dynamic Token Aggregating for Point Cloud Processing Dening Lu Jun Zhou Kyle K. Gao Linlin Xu Jonathan Li 24 0 0 23 May 2024
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation Dening Lu Jun Zhou K. Gao Linlin Xu Jonathan Li 3DPC ViT 27 0 0 23 May 2024
LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels Tuo Feng Wenguan Wang Fan Ma Yi Yang 3DV 26 6 0 22 Mar 2024
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis Yiyang Chen Lunhao Duan Shanshan Zhao Changxing Ding Dacheng Tao 32 2 0 17 Mar 2024
Rethinking Few-shot 3D Point Cloud Semantic Segmentation Zhaochong An Guolei Sun Yun Liu Fayao Liu Zongwei Wu Dan Wang Luc Van Gool Serge J. Belongie 3DPC 31 5 0 01 Mar 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning Jincen Jiang Lizhi Zhao Xuequan Lu Wei Hu Imran Razzak Meili Wang SSL 3DPC 15 8 0 05 Jan 2024
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding Lixiang Xu Qingzhe Cui Richang Hong Wei Xu Enhong Chen Xin Yuan Chenglong Li Y. Tang 29 0 0 27 Dec 2023
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis Xingyilang Yin Xi Yang Liangchen Liu Nannan Wang Xinbo Gao 3DPC 29 3 0 20 Dec 2023
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding Lunhao Duan Shanshan Zhao Nan Xue Mingming Gong Gui-Song Xia Dacheng Tao ViT 24 18 0 18 Dec 2023
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation Sahil Nawale Dhruv Khut Daksh Dave Gauransh Sawhney Pushkar Aggrawal K. Devadkar 3DPC 11 1 0 05 Nov 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis Peipei Li Xing Cui Yibo Hu Man Zhang Ting Yao Tao Mei 25 0 0 08 Oct 2023
Invariant Training 2D-3D Joint Hard Samples for Few-Shot Point Cloud Recognition Xuanyu Yi Jiajun Deng Qianru Sun Xiansheng Hua J. Lim Hanwang Zhang 3DPC 13 14 0 18 Aug 2023
A Task-driven Network for Mesh Classification and Semantic Part Segmentation Qiujie Dong Xiaoran Gong Rui-Xue Xu Zixiong Wang Shuangmin Chen Shiqing Xin Changhe Tu Wenping Wang AI4CE 20 2 0 08 Jun 2023
SE-ORNet: Self-Ensembling Orientation-aware Network for Unsupervised Point Cloud Shape Correspondence Jiacheng Deng Chuxin Wang Jiahao Lu Jianfeng He Tianzhu Zhang Ji-yang Yu Zhe Zhang 3DPC 29 12 0 10 Apr 2023
Advances in Data-Driven Analysis and Synthesis of 3D Indoor Scenes A. Patil Supriya Gadi Patil Manyi Li Matthew Fisher Manolis Savva Haotong Zhang 3DV 25 17 0 06 Apr 2023
Self-positioning Point-based Transformer for Point Cloud Understanding Jinyoung Park S. Lee S. Kim Yunyang Xiong Hyunwoo J. Kim ViT 3DPC 33 57 0 29 Mar 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 27 3 0 30 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point Clouds Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 8 3 0 07 Jan 2023
Hierarchical Point Attention for Indoor 3D Object Detection Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 37 1 0 06 Jan 2023
PointCaM: Cut-and-Mix for Open-Set Point Cloud Learning Jie Hong Shi Qiu Weihong Li Saeed Anwar Mehrtash Harandi Nick Barnes L. Petersson 3DPC 26 5 0 05 Dec 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Mingming Gong Xi Li Dacheng Tao 3DPC 14 0 0 20 Nov 2022
Geometry-Complete Perceptron Networks for 3D Molecular Graphs Alex Morehead Jianlin Cheng GNN 3DV AI4CE 24 12 0 04 Nov 2022
HDNet: Hierarchical Dynamic Network for Gait Recognition using Millimeter-Wave Radar Yanyan Huang Yong Wang Kun Shi Chaojie Gu Yu Fu Cheng Zhuo Zhiguo Shi CVBM 14 9 0 01 Nov 2022
GPA-Net:No-Reference Point Cloud Quality Assessment with Multi-task Graph Convolutional Network Ziyu Shan Qi Yang Rui Ye Yujie Zhang Yiling Xu Xiaozhong Xu Shan Liu 3DPC 42 41 0 29 Oct 2022
FBNet: Feedback Network for Point Cloud Completion Xuejun Yan Hongyu Yan Jingjing Wang Hang Du Zhihong Wu Di Xie Shiliang Pu Li Lu 3DPC 20 28 0 08 Oct 2022
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective Chaoqi Chen Yushuang Wu Qiyuan Dai Hong-Yu Zhou Mutian Xu Sibei Yang Xiaoguang Han Yizhou Yu ViT MedIm AI4CE 27 73 0 27 Sep 2022
Shrinking unit: a Graph Convolution-Based Unit for CNN-like 3D Point Cloud Feature Extractors Alberto Tamajo B. Plass T. Klauer 3DPC 15 2 0 26 Sep 2022
SPCNet: Stepwise Point Cloud Completion Network Fei-Jiang Hu Honghua Chen Xuequan Lu Zhenliang Zhu Jun Wang Weiming Wang F. Wang Mingqiang Wei 3DPC 26 3 0 05 Sep 2022
UTOPIC: Uncertainty-aware Overlap Prediction Network for Partial Point Cloud Registration Zhilei Chen Honghua Chen Lina Gong Xu Yan Jun Wang Yan Guo J. Qin Mingqiang Wei 3DPC 18 17 0 04 Aug 2022
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud Completion Zhe Zhu Liangliang Nan H. Xie Honghua Chen Mingqiang Wei Jun Wang J. Qin 3DPC 17 25 0 01 Aug 2022
SeedFormer: Patch Seeds based Point Cloud Completion with Upsample Transformer Hao Zhou Yun Cao Wenqing Chu Junwei Zhu Tong Lu Ying Tai Chengjie Wang 3DPC ViT 24 107 0 21 Jul 2022
SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data David Hart Michael Whitney B. Morse 31 2 0 18 Jul 2022
AGConv: Adaptive Graph Convolution on 3D Point Clouds Mingqiang Wei Zeyong Wei Hao Zhou Fei-Jiang Hu Huajian Si ... Jingbo Qiu Xu Yan Yan Guo Jun Wang J. Qin 3DPC 21 38 0 09 Jun 2022
The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution Ronghan Chen Yang Cong 3DH 22 19 0 30 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 72 46 0 23 May 2022
PointVector: A Vector Representation In Point Cloud Analysis Xin Deng Wenyu Zhang Qing Ding Xinming Zhang 3DPC 42 27 0 21 May 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 28 155 0 11 May 2022
Unsupervised Learning on 3D Point Clouds by Clustering and Contrasting Guofeng Mei Litao Yu Qiang Wu Jian Andrew Zhang Mohammed Bennamoun SSL 3DPC 11 8 0 05 Feb 2022
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 19 32 0 09 Dec 2021
Adaptive Channel Encoding for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 15 0 0 05 Dec 2021
Adaptive Channel Encoding Transformer for Point Cloud Analysis Guoquan Xu Hezhi Cao Cong Zhang Yanxin Ma Jianwei Wan Ke Xu ViT 17 3 0 05 Dec 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 23 11 0 29 Nov 2021