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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
NeuralODF: Learning Omnidirectional Distance Fields for 3D Shape Representation Trevor Houchens ChengEn Lu Shivam Duggal Rao Fu Srinath Sridhar 72 7 0 12 Jun 2022
DPCN++: Differentiable Phase Correlation Network for Versatile Pose Registration Zexi Chen Yiyi Liao Haozhe Du Haodong Zhang Xuecheng Xu Haojian Lu R. Xiong Yue Wang 81 2 0 12 Jun 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 67 19 0 11 Jun 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies Guocheng Qian Yuchen Li Houwen Peng Jinjie Mai Hasan Hammoud Mohamed Elhoseiny Guohao Li 3DPC 156 649 0 09 Jun 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 110 40 0 09 Jun 2022
Efficient Human Pose Estimation via 3D Event Point Cloud Jiaan Chen Haowen Shi Yaozu Ye Kailun Yang Lei Sun Kaiwei Wang 3DPC 3DH 73 26 0 09 Jun 2022
AI-based Clinical Assessment of Optic Nerve Head Robustness Superseding Biomechanical Testing F. Braeu Thanadet Chuangsuwanich T. A. Tun Alexandre Hoang Thiery Tin Aung George Barbastathis M. Girard 48 5 0 09 Jun 2022
Neo-GNNs: Neighborhood Overlap-aware Graph Neural Networks for Link Prediction Seongjun Yun Seoyoon Kim Junhyun Lee Jaewoo Kang Hyunwoo J. Kim GNN 76 121 0 09 Jun 2022
Learning Digital Terrain Models from Point Clouds: ALS2DTM Dataset and Rasterization-based GAN Hoàng-Ân Lê Florent Guiotte M. Pham Sébastien Lefèvre Thomas Corpetti 3DPC 40 10 0 08 Jun 2022
SHRED: 3D Shape Region Decomposition with Learned Local Operations R. K. Jones Aalia Habib Daniel E. Ritchie 3DPC 54 3 0 07 Jun 2022
A Bird's-Eye Tutorial of Graph Attention Architectures Kaustubh D. Dhole Carl Yang 69 1 0 06 Jun 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Yongyi Su Xun Xu Kui Jia TTA OOD 99 46 0 06 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 88 3 0 06 Jun 2022
GraphDistNet: A Graph-based Collision-distance Estimator for Gradient-based Trajectory Optimization Yeseung Kim Jinwoo Kim Daehyung Park 81 7 0 03 Jun 2022
Shortest Path Networks for Graph Property Prediction Ralph Abboud Radoslav Dimitrov .Ismail .Ilkan Ceylan GNN 111 49 0 02 Jun 2022
Vision GNN: An Image is Worth Graph of Nodes Kai Han Yunhe Wang Jianyuan Guo Yehui Tang Enhua Wu GNN 3DH 119 376 0 01 Jun 2022
Strategic Classification with Graph Neural Networks Itay Eilat Ben Finkelshtein Chaim Baskin Nir Rosenfeld 113 13 0 31 May 2022
Automatic Relation-aware Graph Network Proliferation Shaofei Cai Liang Li Xinzhe Han Jiebo Luo Zhengjun Zha Qingming Huang GNN 73 8 0 31 May 2022
Few-shot Class-incremental Learning for 3D Point Cloud Objects T. Chowdhury A. Cheraghian Sameera Ramasinghe Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC 74 18 0 30 May 2022
The Devil is in the Pose: Ambiguity-free 3D Rotation-invariant Learning via Pose-aware Convolution Ronghan Chen Yang Cong 3DH 62 19 0 30 May 2022
Neural Shape Mating: Self-Supervised Object Assembly with Adversarial Shape Priors Yun-Chun Chen Haoda Li Dylan Turpin Alec Jacobson Animesh Garg 3DPC 79 46 0 30 May 2022
3D-model ShapeNet Core Classification using Meta-Semantic Learning F. Mohammadi Cheng Chen Farzan Shenavarmasouleh M. Amini Beshoy Morkos H. Arabnia 3DPC 49 2 0 28 May 2022
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-training Renrui Zhang Ziyu Guo Rongyao Fang Bingyan Zhao Dong Wang Yu Qiao Hongsheng Li Peng Gao 3DPC 258 265 0 28 May 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling Biao Zhang Matthias Nießner Peter Wonka 3DV 118 91 0 27 May 2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan Kankanhalli 3DPC 190 113 0 27 May 2022
SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation Ziyi Wang Yongming Rao Xumin Yu Jie Zhou Jiwen Lu 3DPC 71 15 0 26 May 2022
SigMaNet: One Laplacian to Rule Them All Stefano Fiorini Stefano Coniglio Michele Ciavotta Enza Messina 89 24 0 26 May 2022
Physical-World Optical Adversarial Attacks on 3D Face Recognition Yanjie Li Yiquan Li Xuelong Dai Songtao Guo Bin Xiao AAML 134 32 0 26 May 2022
QGNN: Value Function Factorisation with Graph Neural Networks Ryan Kortvelesy Amanda Prorok 86 16 0 25 May 2022
Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives Xinke Li Henghui Ding Zekun Tong Yuwei Wu Yeow Meng Chee DD 82 4 0 25 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 151 50 0 23 May 2022
PointVector: A Vector Representation In Point Cloud Analysis Xin Deng Wenyu Zhang Qing Ding Xinming Zhang 3DPC 134 33 0 21 May 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks Seyed Mehran Kazemi Anton Tsitsulin Hossein Esfandiari M. Bateni Deepak Ramachandran Bryan Perozzi Vahab Mirrokni 127 3 0 20 May 2022
Advanced Feature Learning on Point Clouds using Multi-resolution Features and Learnable Pooling Kevin Tirta Wijaya Dong-Hee Paek Seung-Hyun Kong 3DPC 54 23 0 20 May 2022
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis Maciej Besta Torsten Hoefler GNN 123 57 0 19 May 2022
VNT-Net: Rotational Invariant Vector Neuron Transformers Hedi Zisling Andrei Sharf 3DPC 53 1 0 19 May 2022
A Comparative Study of Feature Expansion Unit for 3D Point Cloud Upsampling Qiang Li Tao Dai Shutao Xia 3DPC 32 1 0 19 May 2022
Learning Graph Structure from Convolutional Mixtures Max Wasserman Saurabh Sihag Gonzalo Mateos Alejandro Ribeiro GNN CML BDL 76 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 38 3 0 17 May 2022
Topologically Persistent Features-based Object Recognition in Cluttered Indoor Environments Ekta U. Samani A. Banerjee 3DPC 36 0 0 16 May 2022
Transformers in 3D Point Clouds: A Survey Dening Lu Qian Xie Mingqiang Wei Kyle Gao Linlin Xu Jonathan Li 3DPC ViT 143 53 0 16 May 2022
MM-BD: Post-Training Detection of Backdoor Attacks with Arbitrary Backdoor Pattern Types Using a Maximum Margin Statistic Hang Wang Zhen Xiang David J. Miller G. Kesidis AAML 104 44 0 13 May 2022
Surface Representation for Point Clouds Haoxi Ran Jun Liu Chengjie Wang 3DPC 119 159 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 54 57 0 11 May 2022
I Know What You Draw: Learning Grasp Detection Conditioned on a Few Freehand Sketches Haitao Lin Chi-Hou Cheang Yanwei Fu Xiangyang Xue 54 6 0 09 May 2022
Weakly Supervised 3D Point Cloud Segmentation via Multi-Prototype Learning Yongyi Su Xun Xu Kui Jia 3DPC 80 29 0 06 May 2022
Low Dimensional Invariant Embeddings for Universal Geometric Learning Nadav Dym S. Gortler 96 43 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 120 51 0 03 May 2022
Open-Set Semi-Supervised Learning for 3D Point Cloud Understanding Xian Shi Xun Xu Wanyue Zhang Xiatian Zhu Chuan-Sheng Foo Kui Jia 3DPC 83 5 0 02 May 2022
RangeSeg: Range-Aware Real Time Segmentation of 3D LiDAR Point Clouds Tzu-Hsuan Chen T. Chang 3DPC 62 50 0 02 May 2022