Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 1,009 papers shown

Title
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 36 56 0 19 May 2022
Learning Graph Structure from Convolutional Mixtures Max Wasserman Saurabh Sihag Gonzalo Mateos Alejandro Ribeiro GNN CML BDL 44 6 0 19 May 2022
User Localization using RF Sensing: A Performance comparison between LIS and mmWave Radars Cristian J. Vaca-Rubio Dariush Salami P. Popovski E. de Carvalho Zheng-Hua Tan S. Sigg 19 3 0 17 May 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 41 157 0 11 May 2022
Deep Depth Completion from Extremely Sparse Data: A Survey Junjie Hu Chenyu Bao Mete Ozay Chenyou Fan Qing Gao Honghai Liu Tin Lun Lam 3DV 3DPC 19 54 0 11 May 2022
Low Dimensional Invariant Embeddings for Universal Geometric Learning Nadav Dym S. Gortler 34 39 0 05 May 2022
Predicting Loose-Fitting Garment Deformations Using Bone-Driven Motion Networks Xiaoyu Pan J. Mai Xinwei Jiang Dongxue Tang Jingxiang Li Tianjia Shao Kun Zhou Xiaogang Jin Tianyi Zhou 3DH AI4CE 33 47 0 03 May 2022
RangeSeg: Range-Aware Real Time Segmentation of 3D LiDAR Point Clouds Tzu-Hsuan Chen T. Chang 3DPC 27 46 0 02 May 2022
Deep fiber clustering: Anatomically informed fiber clustering with self-supervised deep learning for fast and effective tractography parcellation Yuqian Chen Chaoyi Zhang Tengfei Xue Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai Fan Zhang L. O’Donnell 47 19 0 02 May 2022
Collaborative Learning for Hand and Object Reconstruction with Attention-guided Graph Convolution Tze Ho Elden Tse K. Kim A. Leonardis H. Chang 3DH 19 57 0 27 Apr 2022
IRC-safe Graph Autoencoder for unsupervised anomaly detection Oliver Atkinson Akanksha Bhardwaj C. Englert P. Konar Vishal S. Ngairangbam M. Spannowsky 24 26 0 26 Apr 2022
PVNAS: 3D Neural Architecture Search with Point-Voxel Convolution Zhijian Liu Haotian Tang Shengyu Zhao Kevin Shao Song Han 3DPC 21 40 0 25 Apr 2022
TorchSparse: Efficient Point Cloud Inference Engine Haotian Tang Zhijian Liu Xiuyu Li Chengyue Wu Song Han 3DPC 19 98 0 21 Apr 2022
DGECN: A Depth-Guided Edge Convolutional Network for End-to-End 6D Pose Estimation Tuo Cao Fei Luo Yanping Fu Wenxiao Zhang Shengjie Zheng Chunxia Xiao 19 28 0 21 Apr 2022
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation Yue Zhao Lingming Zhang Yang Liu Deyu Meng Zhiming Cui Chenqiang Gao Xinbo Gao C. Lian Dinggang Shen 38 32 0 19 Apr 2022
Dynamic Point Cloud Denoising via Gradient Fields Q. Hu Wei Hu 3DPC DiffM 8 2 0 19 Apr 2022
Self-Supervised Arbitrary-Scale Point Clouds Upsampling via Implicit Neural Representation Wenbo Zhao Xianming Liu Zhiwei Zhong Junjun Jiang Wei-Nan Gao Ge Li Xiangyang Ji 3DPC SSL 24 44 0 18 Apr 2022
MetaSets: Meta-Learning on Point Sets for Generalizable Representations Chao Huang Zhangjie Cao Yunbo Wang Jianmin Wang Mingsheng Long 3DPC 24 30 0 15 Apr 2022
GIFS: Neural Implicit Function for General Shape Representation Jianglong Ye Yuntao Chen Naiyan Wang Xinyu Wang AI4CE 3DH 48 60 0 14 Apr 2022
Geometric Deep Learning to Identify the Critical 3D Structural Features of the Optic Nerve Head for Glaucoma Diagnosis F. Braeu Alexandre Hoang Thiery T. A. Tun A. Kadziauskiene George Barbastathis Tin Aung M. Girard 3DPC 31 17 0 14 Apr 2022
3DeformRS: Certifying Spatial Deformations on Point Clouds S. GabrielPérez Juan C. Pérez Motasem Alfarra Silvio Giancola Guohao Li 3DPC 37 12 0 12 Apr 2022
Semantic Segmentation for Point Cloud Scenes via Dilated Graph Feature Aggregation and Pyramid Decoders Yongqiang Mao Xian Sun Kaiqiang Chen Wenhui Diao Zonghao Guo Xiaonan Lu Kun Fu 3DPC 27 7 0 11 Apr 2022
Points to Patches: Enabling the Use of Self-Attention for 3D Shape Recognition Axel Berg Magnus Oskarsson Mark O'Connor 3DPC ViT 29 26 0 08 Apr 2022
Autoregressive 3D Shape Generation via Canonical Mapping A. Cheng Xueting Li Sifei Liu Min Sun Ming Yang 3DPC 47 39 0 05 Apr 2022
Shape-Pose Disentanglement using SE(3)-equivariant Vector Neurons Oren Katzir Dani Lischinski Daniel Cohen-Or 3DPC 40 14 0 03 Apr 2022
POS-BERT: Point Cloud One-Stage BERT Pre-Training Kexue Fu Peng Gao Shaolei Liu Renrui Zhang Yu Qiao Manning Wang 3DPC 30 18 0 03 Apr 2022
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection Yanan Zhang Jiaxin Chen Di Huang ViT 3DPC 41 59 0 01 Apr 2022
3D Equivariant Graph Implicit Functions Yunlu Chen Basura Fernando Hakan Bilen Matthias Nießner E. Gavves 3DPC 27 23 0 31 Mar 2022
Hypergraph Convolutional Networks via Equivalency between Hypergraphs and Undirected Graphs Jiying Zhang Fuyang Li Xi Xiao Tingyang Xu Yu Rong Junzhou Huang Yatao Bian GNN 13 24 0 31 Mar 2022
Learning a Structured Latent Space for Unsupervised Point Cloud Completion Yingjie Cai Kwan-Yee Lin Chao Zhang Qiang Wang Xiaogang Wang Hongsheng Li 3DPC SSL 35 36 0 29 Mar 2022
MatchNorm: Learning-based Point Cloud Registration for 6D Object Pose Estimation in the Real World Zheng Dang Lizhou Wang Yu-Xiao Guo Mathieu Salzmann 3DPC 33 14 0 29 Mar 2022
Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks with Implicit Gradients Kaidong Li Ziming Zhang Cuncong Zhong Guanghui Wang 3DPC 34 25 0 29 Mar 2022
3D Shape Reconstruction from 2D Images with Disentangled Attribute Flow Xin Wen Junsheng Zhou Yu-Shen Liu Zhen Dong Zhizhong Han 3DV 3DPC 42 52 0 29 Mar 2022
Text2Pos: Text-to-Point-Cloud Cross-Modal Localization Manuel Kolmet Qunjie Zhou Aljosa Osep Laura Leal-Taixe 27 24 0 28 Mar 2022
End-to-End Active Speaker Detection Juan Carlos León Alcázar M. Cordes Chen Zhao Guohao Li 24 27 0 27 Mar 2022
3D-OAE: Occlusion Auto-Encoders for Self-Supervised Learning on Point Clouds Junsheng Zhou Xin Wen Baorui Ma Yu-Shen Liu Yue Gao Yi Fang Zhizhong Han 3DPC 33 17 0 26 Mar 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation Yingzhi Tang Y. Qian Qijian Zhang Yiming Zeng Junhui Hou Xuefei Zhe 3DPC 30 16 0 24 Mar 2022
Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds Haoran Zhou Honghua Chen Yingkui Zhang Mingqiang Wei H. Xie Jun Wang Tong Lu J. Qin Xiao-Ping Zhang 3DPC 39 40 0 23 Mar 2022
Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds Yifan Zhang Qingyong Hu Guoquan Xu Yanxin Ma Jia-Hui Wan Yulan Guo 3DPC 48 265 0 21 Mar 2022
Depth Completion using Geometry-Aware Embedding Wenchao Du Hu Chen Hong-ling Yang Yan Zhang 3DV 3DPC MDE 38 30 0 21 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 27 8 0 21 Mar 2022
FUTR3D: A Unified Sensor Fusion Framework for 3D Detection Xuanyao Chen Tianyuan Zhang Yue Wang Yilun Wang Hang Zhao 3DPC 39 233 0 20 Mar 2022
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation Changfeng Ma Yang Yang Jie Guo Chongjun Wang Yan Guo 3DPC 22 3 0 18 Mar 2022
Visualizing Global Explanations of Point Cloud DNNs Hanxiao Tan 3DPC 50 7 0 17 Mar 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 16 63 0 17 Mar 2022
Deep vanishing point detection: Geometric priors make dataset variations vanish Yancong Lin R. Wiersma S. Pintea Klaus Hildebrandt E. Eisemann Jan van Gemert AAML 3DPC 44 22 0 16 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 33 454 0 13 Mar 2022
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Xueyi Liu Xiaomeng Xu Anyi Rao Chuang Gan L. Yi 3DPC 28 14 0 13 Mar 2022
Leveraging universality of jet taggers through transfer learning F. Dreyer Radoslaw Grabarczyk P. Monni 15 17 0 11 Mar 2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications Jin Hao Jiaxiang Liu Jin Li Wei Pan Rui-Xue Chen ... Hui-Dong Wu Youyi Zheng B. Fang Zuo-Qiang Liu Zhihe Zhao 40 4 0 11 Mar 2022