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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
Advancing Wound Filling Extraction on 3D Faces: Auto-Segmentation and Wound Face Regeneration Approach Duong Q. Nguyen Thinh D. Le P. D. Nguyen Nga T.K. Le H. Nguyen-Xuan 52 4 0 04 Jul 2023
MeT: A Graph Transformer for Semantic Segmentation of 3D Meshes Giuseppe Vecchio Luca Prezzavento C. Pino Francesco Rundo S. Palazzo C. Spampinato 65 5 0 03 Jul 2023
Adversarial Attacks and Defenses on 3D Point Cloud Classification: A Survey Hanieh Naderi Ivan V. Bajić 3DPC 118 9 0 01 Jul 2023
Rearrangement Planning for General Part Assembly Yulong Li Andy Zeng Shuran Song 97 10 0 01 Jul 2023
Point2Point : A Framework for Efficient Deep Learning on Hilbert sorted Point Clouds with applications in Spatio-Temporal Occupancy Prediction A. Pandhare 3DPC 3DH 32 1 0 28 Jun 2023
Tensorformer: Normalized Matrix Attention Transformer for High-quality Point Cloud Reconstruction Hui Tian Zheng Qin Renjiao Yi Chenyang Zhu Kai Xu ViT 112 4 0 28 Jun 2023
Feature Adversarial Distillation for Point Cloud Classification Yuxing Lee Wei-Chieh Wu 3DPC 53 3 0 25 Jun 2023
A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware Shichang Zhang Atefeh Sohrabizadeh Cheng Wan Zijie Huang Ziniu Hu Yewen Wang Yingyan Lin Lin Jason Cong Yizhou Sun GNN AI4CE 103 25 0 24 Jun 2023
Prediction of Deep Ice Layer Thickness Using Adaptive Recurrent Graph Neural Networks Benjamin Zalatan Maryam Rahnemoonfar AI4CE 56 7 0 22 Jun 2023
Evolving Computation Graphs Andreea Deac Jian Tang 68 1 0 22 Jun 2023
One-shot Imitation Learning via Interaction Warping Ondrej Biza Skye Thompson Kishore Reddy Pagidi Abhinav Kumar Elise van der Pol Robin Walters Thomas Kipf Jan-Willem van de Meent Lawson L. S. Wong Robert Platt 111 13 0 21 Jun 2023
3D Keypoint Estimation Using Implicit Representation Learning Xiangyu Zhu Dong Du Haibin Huang Chongyang Ma Xiaoguang Han 3DH 3DPC 77 1 0 20 Jun 2023
Stable and Consistent Prediction of 3D Characteristic Orientation via Invariant Residual Learning Seungwook Kim Chunghyun Park Yoonwoo Jeong Jaesik Park Minsu Cho 3DPC 81 3 0 20 Jun 2023
ExpPoint-MAE: Better interpretability and performance for self-supervised point cloud transformers Ioannis Romanelis Vlassis Fotis Konstantinos Moustakas Adrian Munteanu ViT 3DPC 117 4 0 19 Jun 2023
LiDAR-Based Place Recognition For Autonomous Driving: A Survey Yongjun Zhang Pengcheng Shi Jiayuan Li 118 25 0 18 Jun 2023
Benchmarking Deep Learning Architectures for Urban Vegetation Point Cloud Semantic Segmentation from MLS Aditya Aditya B. Lohani Jagannath Aryal S. Winter 3DPC 45 2 0 17 Jun 2023
Masked Contrastive Graph Representation Learning for Age Estimation Yu-Wen Shou Xiangyong Cao Deyu Meng CVBM 70 49 0 16 Jun 2023
Explore In-Context Learning for 3D Point Cloud Understanding Zhongbin Fang Xiangtai Li Xia Li J. M. Buhmann Chen Change Loy Mengyuan Liu 3DPC 87 27 0 14 Jun 2023
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification Qitian Wu Wentao Zhao Zenan Li David Wipf Junchi Yan 68 231 0 14 Jun 2023
Learning Any-View 6DoF Robotic Grasping in Cluttered Scenes via Neural Surface Rendering Snehal Jauhri Ishikaa Lunawat Georgia Chalvatzaki 105 10 0 12 Jun 2023
Looking Around Corners: Generative Methods in Terrain Extension Alec Reed Christoffer Heckman 62 1 0 12 Jun 2023
3D objects and scenes classification, recognition, segmentation, and reconstruction using 3D point cloud data: A review O. Elharrouss Kawther Hassine Ayman A. Zayyan Zakariyae Chatri Noor Almaadeed S. Al-Maadeed Khalid Abualsaud 3DPC 82 7 0 09 Jun 2023
AircraftVerse: A Large-Scale Multimodal Dataset of Aerial Vehicle Designs Adam D. Cobb Anirban Roy Daniel Elenius F. M. Heim Brian Swenson ... Theodore Bapty Joseph Hite K. Ramani Christopher McComb Susmit Jha 64 8 0 08 Jun 2023
Equivariant vs. Invariant Layers: A Comparison of Backbone and Pooling for Point Cloud Classification Abihith Kothapalli Ashkan Shahbazi Xinran Liu Robert Sheng Soheil Kolouri 3DPC 78 3 0 08 Jun 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 71 2 0 08 Jun 2023
Robust-DefReg: A Robust Deformable Point Cloud Registration Method based on Graph Convolutional Neural Networks Sara Monji-Azad Marvin Kinz Jurgen Hesser 3DPC 113 2 0 07 Jun 2023
Synthesizing realistic sand assemblies with denoising diffusion in latent space Nikolaos N. Vlassis WaiChing Sun K. Alshibli R. Regueiro DiffM 65 6 0 07 Jun 2023
A2B: Anchor to Barycentric Coordinate for Robust Correspondence Weiyue Zhao Hao Lu Zhiguo Cao Xin Li 82 4 0 05 Jun 2023
Bi-LRFusion: Bi-Directional LiDAR-Radar Fusion for 3D Dynamic Object Detection Yingjie Wang Jiajun Deng Yao Li Jinshui Hu Cong Liu Yu Zhang Jianmin Ji Wanli Ouyang Yanyong Zhang 76 29 0 02 Jun 2023
Collect-and-Distribute Transformer for 3D Point Cloud Analysis Haibo Qiu Baosheng Yu Dacheng Tao 3DPC ViT 104 7 0 02 Jun 2023
4DSR-GCN: 4D Video Point Cloud Upsampling using Graph Convolutional Networks Lorenzo Berlincioni Stefano Berretti Marco Bertini A. Bimbo 3DPC 68 1 0 01 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 109 24 0 31 May 2023
Smooth, exact rotational symmetrization for deep learning on point clouds Sergey Pozdnyakov Michele Ceriotti 3DPC 100 30 0 30 May 2023
Dynamic Clustering Transformer Network for Point Cloud Segmentation Dening Lu Jun Zhou K. Gao Dilong Li Jing Du Linlin Xu Jonathan Li 3DPC 86 6 0 30 May 2023
HGT: A Hierarchical GCN-Based Transformer for Multimodal Periprosthetic Joint Infection Diagnosis Using CT Images and Text Ruiyang Li Fujun Yang Xianjie Liu Hon-Yi Shi 75 0 0 29 May 2023
Geometric Graph Filters and Neural Networks: Limit Properties and Discriminability Trade-offs Zhiyang Wang Luana Ruiz Alejandro Ribeiro GNN 77 7 0 29 May 2023
Point Cloud Completion Guided by Prior Knowledge via Causal Inference Songxue Gao Chuanqi Jiao Ruidong Chen Weijie Wang Weizhi Nie 3DPC 84 0 0 28 May 2023
GMSF: Global Matching Scene Flow Yushan Zhang Johan Edstedt Bastian Wandt Per-Erik Forssén Maria Magnusson Michael Felsberg 80 9 0 27 May 2023
GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds Zihui Zhang Bo Yang Bing Wang Bo Li 3DPC 65 43 0 25 May 2023
Banana: Banach Fixed-Point Network for Pointcloud Segmentation with Inter-Part Equivariance Congyue Deng Jiahui Lei Bokui Shen Kostas Daniilidis Leonidas Guibas 3DPC 90 20 0 25 May 2023
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module Claudio Battiloro Indro Spinelli Lev Telyatnikov Michael M. Bronstein Simone Scardapane P. Lorenzo BDL 98 17 0 25 May 2023
All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 92 13 0 25 May 2023
CLIP3Dstyler: Language Guided 3D Arbitrary Neural Style Transfer Mingwu Gao YanWu Xu Yang Zhao Tingbo Hou Chenyang Zhao Biwei Huang CLIP 67 1 0 25 May 2023
GTNet: Graph Transformer Network for 3D Point Cloud Classification and Semantic Segmentation Wei Zhou Qian Wang Weiwei Jin X. Shi Yong Yu ViT 3DPC 67 5 0 24 May 2023
Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud Jadie Adams Shireen Y. Elhabian 3DPC 77 11 0 23 May 2023
Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation Shuting He Xudong Jiang Wei Jiang Henghui Ding 3DPC 108 34 0 23 May 2023
Hierarchical Adaptive Voxel-guided Sampling for Real-time Applications in Large-scale Point Clouds Ju Ouyang Xiao Liu Haoyao Chen 3DPC 72 2 0 23 May 2023
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds Marco Braun Alessandro Cennamo Markus Schoeler Kevin Kollek A. Kummert 3DPC 23 2 0 22 May 2023
SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-sampling from a Single Image Bowen Hu Baiying Lei Sibo Qiao Hieu Pham Shuqiang Wang Michael Kwok-Po Ng 3DPC 3DV 118 0 0 22 May 2023
PointGPT: Auto-regressively Generative Pre-training from Point Clouds Guang-Sheng Chen Meiling Wang Yi Yang Kai Yu Li-xin Yuan Yufeng Yue 3DPC 61 90 0 19 May 2023