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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
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 99 0 0 07 May 2025
Graph Neural Network-Based Reinforcement Learning for Controlling Biological Networks: The GATTACA Framework Andrzej Mizera Jakub Zarzycki GNN AI4CE 81 0 0 05 May 2025
TeDA: Boosting Vision-Lanuage Models for Zero-Shot 3D Object Retrieval via Testing-time Distribution Alignment Zehao Wang Yang Zhou Jinhai Xiang Yanjie Wang Xinwei He VLM 81 0 0 05 May 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks Jie Yang Yuwen Wang Kaixuan Chen Tongya Zheng Yihe Zhou Zhenbang Xiao Ji Cao Mingli Song Shixuan Liu AI4CE 110 1 0 01 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 107 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 64 0 0 25 Apr 2025
Locating and Mitigating Gradient Conflicts in Point Cloud Domain Adaptation via Saliency Map Skewness Jiaqi Tang Yinsong Xu Qingchao Chen 3DPC 66 0 0 22 Apr 2025
PointLoRA: Low-Rank Adaptation with Token Selection for Point Cloud Learning Song Wang Xiaolu Liu Lingdong Kong Jianyun Xu Chunyong Hu Gongfan Fang Wentong Li Jianke Zhu Xinchao Wang 133 0 0 22 Apr 2025
PCF-Grasp: Converting Point Completion to Geometry Feature to Enhance 6-DoF Grasp Yaofeng Cheng Fusheng Zha Wei Guo Pengfei Wang Chao Zeng Lining Sun Chenguang Yang 3DPC 98 0 0 22 Apr 2025
Multispectral airborne laser scanning for tree species classification: a benchmark of machine learning and deep learning algorithms Josef Taher Eric Hyyppä Matti Hyyppä Klaara Salolahti Xiaowei Yu ... Roope Näsi H. Hyyti Siiri Pyykkönen Peilun Hu Juha Hyyppa 59 0 0 19 Apr 2025
KAN or MLP? Point Cloud Shows the Way Forward Yan Shi Qingdong He Yijun Liu Xiaoyu Liu Jingyong Su 3DPC 150 0 0 18 Apr 2025
Hierarchical Feature Learning for Medical Point Clouds via State Space Model Guoqing Zhang Jingyun Yang Yang Li 75 1 0 17 Apr 2025
Graph Network for Sign Language Tasks Shiwei Gan Yafeng Yin Zhiwei Jiang Hongkai Wen Lei Xie Sanglu Lu SLR 157 0 0 16 Apr 2025
DG-MVP: 3D Domain Generalization via Multiple Views of Point Clouds for Classification Huantao Ren Minmin Yang Senem Velipasalar 3DPC 93 0 0 16 Apr 2025
TacoDepth: Towards Efficient Radar-Camera Depth Estimation with One-stage Fusion Yanjie Wang Jiajian Li Chaoyi Hong Ruibo Li Liusheng Sun Xiao-yang Song Zhe Wang Zhiguo Cao Guosheng Lin MDE 102 0 0 16 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 198 0 0 11 Apr 2025
CMIP-CIL: A Cross-Modal Benchmark for Image-Point Class Incremental Learning Chao Qi Jianqin Yin Ren Zhang CLL 3DPC VLM 65 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 115 0 0 10 Apr 2025
Two by Two: Learning Multi-Task Pairwise Objects Assembly for Generalizable Robot Manipulation Yu Qi Yuanchen Ju Tianming Wei Chi Chu Lawson L. S. Wong Huazhe Xu 84 5 0 09 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 453 1 0 07 Apr 2025
Multi-Head Adaptive Graph Convolution Network for Sparse Point Cloud-Based Human Activity Recognition Vincent Gbouna Zakka Luis J. Manso Zhuangzhuang Dai 81 0 0 03 Apr 2025
HGFormer: Topology-Aware Vision Transformer with HyperGraph Learning Hao Wang Shuo Zhang Biao Leng ViT 281 1 0 03 Apr 2025
CanonNet: Canonical Ordering and Curvature Learning for Point Cloud Analysis Benjy Friedmann Michael Werman 3DPC 79 0 0 03 Apr 2025
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation Haoyang Li Yuecong Xu Junjie Chen Kemi Ding 3DPC CLL 125 0 0 02 Apr 2025
Efficient n-body simulations using physics informed graph neural networks Víctor Ramos-Osuna Alberto Díaz-Álvarez Raúl Lara-Cabrera AI4CE 98 0 0 01 Apr 2025
Introducing the Short-Time Fourier Kolmogorov Arnold Network: A Dynamic Graph CNN Approach for Tree Species Classification in 3D Point Clouds Said Ohamouddou Mohamed Ohamouddou Hanaa El Afia A. E. Afia Rafik Lasri R. Chiheb 3DPC 123 0 0 31 Mar 2025
3D Dental Model Segmentation with Geometrical Boundary Preserving Shufan Xi Zexian Liu Junlin Chang Hongyu Wu Xiaogang Wang Aimin Hao 3DV 3DPC 83 0 0 31 Mar 2025
AI Agents in Engineering Design: A Multi-Agent Framework for Aesthetic and Aerodynamic Car Design Mohamed Elrefaie Janet Qian Raina Wu Qian Chen Angela Dai Faez Ahmed AI4CE 92 1 0 30 Mar 2025
Dataset Distillation of 3D Point Clouds via Distribution Matching Jae-Young Yim Dongwook Kim Jae-Young Sim DD 3DPC 106 0 0 28 Mar 2025
Multimodal surface defect detection from wooden logs for sawing optimization Bořek Reich Matej Kunda Fedor Zolotarev Tuomas Eerola Pavel Zemčík Tomi Kauppi 75 0 0 27 Mar 2025
CMED: A Child Micro-Expression Dataset NikinMatharaarachchi MuhammadFermi Pasha SonyaColeman Kah PengWong 88 0 0 27 Mar 2025
Towards Efficient Training of Graph Neural Networks: A Multiscale Approach Eshed Gal Moshe Eliasof Carola-Bibiane Schönlieb Eldad Haber E. Haber Eran Treister GNN AI4CE 179 1 0 25 Mar 2025
MoST: Efficient Monarch Sparse Tuning for 3D Representation Learning Xu Han Yuan Tang Jinfeng Xu Xianzhi Li 97 0 0 24 Mar 2025
SymmCompletion: High-Fidelity and High-Consistency Point Cloud Completion with Symmetry Guidance Hongyu Yan Z. Li Kunming Luo Li Lu Ping Tan 89 0 0 23 Mar 2025
Distilling 3D distinctive local descriptors for 6D pose estimation Amir Hamza Andrea Caraffa Davide Boscaini Fabio Poiesi 98 1 0 19 Mar 2025
Deep Unsupervised Segmentation of Log Point Clouds Fedor Zolotarev Tuomas Eerola Tomi Kauppi 3DPC 109 0 0 18 Mar 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis Weiguang Zhao Rui Zhang Qiufeng Wang Guangliang Cheng K. Huang 99 1 0 16 Mar 2025
Point-Cache: Test-time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis Hongyu Sun Qiuhong Ke Ming Cheng Yanjie Wang Deying Li Chenhui Gou Jianfei Cai 3DPC 141 0 0 15 Mar 2025
Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes Donghyun Kim Hyunah Ko Chanyoung Kim Seong Jae Hwang 3DPC 97 0 0 13 Mar 2025
Noise2Score3D: Tweedie's Approach for Unsupervised Point Cloud Denoising Xiangbin Wei Yuanfeng Wang Ao XU Lingyu Zhu Dongyong Sun K. Li Yang Li Qi Qin DiffM 94 0 0 12 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 138 2 0 12 Mar 2025
Parametric Point Cloud Completion for Polygonal Surface Reconstruction Zhaiyu Chen Yuqing Wang Liangliang Nan Xiao Xiang Zhu 118 0 0 11 Mar 2025
LiSu: A Dataset and Method for LiDAR Surface Normal Estimation Dušan Malić Christian Fruhwirth-Reisinger Samuel Schulter Horst Possegger 3DV 111 0 0 11 Mar 2025
Mitigating Ambiguities in 3D Classification with Gaussian Splatting Ruiqi Zhang Hao Zhu Jiaqi Zhao Qi Zhang Xun Cao Zhan Ma 3DPC 167 0 0 11 Mar 2025
Collective Behavior Clone with Visual Attention via Neural Interaction Graph Prediction Kai Li Zhao Ma Liang Li Shiyu Zhao OffRL GNN 68 0 0 10 Mar 2025
A Mesh Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for High-dimension Shape Generation Jiajie Fan Amal Trigui Andrea Bonfanti Felix Dietrich Thomas Bäck Hao Wang DiffM 107 0 0 09 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 169 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 112 1 0 06 Mar 2025
RGBSQGrasp: Inferring Local Superquadric Primitives from Single RGB Image for Graspability-Aware Bin Picking Yifeng Xu Fan Zhu Ye Li Sebastian Ren Xiaonan Huang Yuhao Chen 134 0 0 04 Mar 2025
A dataset-free approach for self-supervised learning of 3D reflectional symmetries Issac Aguirre Ivan Sipiran Gabriel Montañana 80 1 0 04 Mar 2025