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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
Particle Graph Autoencoders and Differentiable, Learned Energy Mover's Distance S. Tsan Raghav Kansal Anthony Aportela Daniel Madrigal Diaz Javier Mauricio Duarte S. Krishna Farouk Mokhtar J. Vlimant M. Pierini 72 20 0 24 Nov 2021
Density-aware Chamfer Distance as a Comprehensive Metric for Point Cloud Completion Tong Wu Liang Pan Junzhe Zhang Tai Wang Ziwei Liu Dahua Lin 112 136 0 24 Nov 2021
3D Shape Variational Autoencoder Latent Disentanglement via Mini-Batch Feature Swapping for Bodies and Faces Simone Foti Bongjin Koo Danail Stoyanov Matthew J. Clarkson CoGe 60 15 0 24 Nov 2021
PU-Transformer: Point Cloud Upsampling Transformer Shi Qiu Saeed Anwar Nick Barnes 3DPC ViT 87 53 0 24 Nov 2021
Node-Level Differentially Private Graph Neural Networks Ameya Daigavane Gagan Madan Aditya Sinha Abhradeep Thakurta Gaurav Aggarwal Prateek Jain 80 59 0 23 Nov 2021
KTNet: Knowledge Transfer for Unpaired 3D Shape Completion Zhenhua Cao Wenxiao Zhang Xin Wen Zhen Dong Yu-Shen Liu Xiongwu Xiao Bisheng Yang 3DPC 3DV 76 9 0 23 Nov 2021
GenReg: Deep Generative Method for Fast Point Cloud Registration Xiaoshui Huang Zongyi Xu Guofeng Mei Sheng Li Jian Zhang Yifan Zuo Yucheng Wang 3DPC 47 1 0 23 Nov 2021
PointMixer: MLP-Mixer for Point Cloud Understanding Jaesung Choe Chunghyun Park François Rameau Jaesik Park In So Kweon 3DPC 128 102 0 22 Nov 2021
Imperceptible Transfer Attack and Defense on 3D Point Cloud Classification Daizong Liu Wei Hu 3DPC 125 51 0 22 Nov 2021
CpT: Convolutional Point Transformer for 3D Point Cloud Processing Chaitanya Kaul Joshua Mitton H. Dai Roderick Murray-Smith 3DPC 58 6 0 21 Nov 2021
ACR-Pose: Adversarial Canonical Representation Reconstruction Network for Category Level 6D Object Pose Estimation Zhaoxin Fan Zhengbo Song Jian Xu Zhicheng Wang Kejian Wu Hongyan Liu Jun He 89 23 0 20 Nov 2021
What Stops Learning-based 3D Registration from Working in the Real World? Zheng Dang Lizhou Wang Junning Qiu M. Lu Mathieu Salzmann 3DPC 48 0 0 19 Nov 2021
DSPoint: Dual-scale Point Cloud Recognition with High-frequency Fusion Renrui Zhang Ziyao Zeng Ziyu Guo Xing Gao Kexue Fu Jianbo Shi 3DPC 133 26 0 19 Nov 2021
Generating Unrestricted 3D Adversarial Point Clouds Xuelong Dai Yanjie Li Hua Dai Bin Xiao 3DPC 100 2 0 17 Nov 2021
GN-Transformer: Fusing Sequence and Graph Representation for Improved Code Summarization Junyan Cheng Iordanis Fostiropoulos Barry W. Boehm 41 9 0 17 Nov 2021
DeltaConv: Anisotropic Operators for Geometric Deep Learning on Point Clouds R. Wiersma Ahmad Nasikun E. Eisemann Klaus Hildebrandt 3DPC 77 18 0 16 Nov 2021
Learning Scene Dynamics from Point Cloud Sequences Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 81 18 0 16 Nov 2021
Inferring halo masses with Graph Neural Networks Pablo Villanueva-Domingo F. Villaescusa-Navarro D. Anglés-Alcázar S. Genel F. Marinacci D. Spergel L. Hernquist M. Vogelsberger R. Davé D. Narayanan AI4CE 72 36 0 16 Nov 2021
DRINet++: Efficient Voxel-as-point Point Cloud Segmentation Maosheng Ye Rui Wan Shuangjie Xu Tongyi Cao Qifeng Chen 3DPC 48 27 0 16 Nov 2021
DFC: Deep Feature Consistency for Robust Point Cloud Registration Zhu Xu Z. Bai Huijie Liu Qianjie Lu Shenglan Fan 3DPC 51 2 0 15 Nov 2021
Background-Aware 3D Point Cloud Segmentationwith Dynamic Point Feature Aggregation Jiajing Chen Burak Kakillioglu Senem Velipasalar 3DPC 68 36 0 14 Nov 2021
On Representation Knowledge Distillation for Graph Neural Networks Chaitanya K. Joshi Fayao Liu Xu Xun Jie Lin Chuan-Sheng Foo 111 64 0 09 Nov 2021
3D Siamese Voxel-to-BEV Tracker for Sparse Point Clouds Le Hui Lingpeng Wang Mingmei Cheng Jin Xie Jian Yang 3DPC 78 81 0 08 Nov 2021
A Relational Model for One-Shot Classification Arturs Polis Alexander Ilin BDL VLM 48 1 0 08 Nov 2021
Unsupervised Learning for Identifying High Eigenvector Centrality Nodes: A Graph Neural Network Approach Appan Rakaraddi Mahardhika Pratama GNN 96 4 0 08 Nov 2021
Dense Representative Tooth Landmark/axis Detection Network on 3D Model Guangshun Wei Zhiming Cui Jie Zhu Lei Yang Yuanfeng Zhou Pradeep Singh Min Gu Wenping Wang 33 10 0 08 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 138 121 0 07 Nov 2021
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing Wen Shen Qihan Ren Dongrui Liu Quanshi Zhang 3DPC 139 18 0 05 Nov 2021
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters Takanori Maehara Hoang NT 82 2 0 05 Nov 2021
Recognizing Vector Graphics without Rasterization Xinyang Jiang Lu Liu Caihua Shan Yifei Shen Xuanyi Dong Dongsheng Li GNN 84 20 0 05 Nov 2021
Deep Point Set Resampling via Gradient Fields Haolan Chen Bianli Du Shitong Luo Wei Hu 3DPC 69 38 0 03 Nov 2021
Neural Scene Flow Prior Xueqian Li J. K. Pontes Simon Lucey AI4CE 85 95 0 01 Nov 2021
Structure Information is the Key: Self-Attention RoI Feature Extractor in 3D Object Detection Diankun Zhang Zhijie Zheng Xueting Bi Xiaojun Liu 3DPC 66 1 0 01 Nov 2021
Accurate Point Cloud Registration with Robust Optimal Transport Zhengyang Shen Jean Feydy Peirong Liu A. Curiale R. S. J. Estépar Raúl San José Estépar Marc Niethammer 3DPC OOD OT 39 53 0 01 Nov 2021
PatchFormer: An Efficient Point Transformer with Patch Attention Zhang Cheng Haocheng Wan Xinyi Shen Zizhao Wu 3DPC 117 69 0 30 Oct 2021
End-to-end Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration Zhiyuan Zhang Jiadai Sun Yuchao Dai Dingfu Zhou Xibin Song Mingyi He 3DPC 71 27 0 28 Oct 2021
Roto-translated Local Coordinate Frames For Interacting Dynamical Systems Miltiadis Kofinas N. S. Nagaraja E. Gavves AI4CE 104 32 0 28 Oct 2021
Learning Graph Cellular Automata Daniele Grattarola L. Livi Cesare Alippi GNN 72 31 0 27 Oct 2021
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust Point Cloud Registration Hao Yu Fu Li Mahdi Saleh Benjamin Busam Slobodan Ilic 3DPC 3DV 88 219 0 26 Oct 2021
Applications and Techniques for Fast Machine Learning in Science A. Deiana Nhan Tran Joshua C. Agar Michaela Blott G. D. Guglielmo ... Ashish Sharma S. Summers Pietro Vischia J. Vlimant Olivia Weng 94 72 0 25 Oct 2021
Group-disentangled Representation Learning with Weakly-Supervised Regularization Linh-Tam Tran Amir Hosein Khasahmadi Aditya Sanghi Saeid Asgari Taghanaki DRL 73 1 0 23 Oct 2021
AIR-Nets: An Attention-Based Framework for Locally Conditioned Implicit Representations Simon Giebenhain Bastian Goldlücke 3DPC 70 15 0 22 Oct 2021
Multimodal Semi-Supervised Learning for 3D Objects Zhimin Chen Longlong Jing Yang Liang Yingli Tian Bing Li 3DPC 70 28 0 22 Oct 2021
RefRec: Pseudo-labels Refinement via Shape Reconstruction for Unsupervised 3D Domain Adaptation Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 63 15 0 21 Oct 2021
ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning Guocheng Qian Hasan Hammoud Guohao Li Ali K. Thabet Guohao Li 3DPC 128 76 0 20 Oct 2021
Detecting Backdoor Attacks Against Point Cloud Classifiers Zhen Xiang David J. Miller Siheng Chen Xi Li G. Kesidis 3DPC AAML 94 15 0 20 Oct 2021
Beltrami Flow and Neural Diffusion on Graphs B. Chamberlain J. Rowbottom D. Eynard Francesco Di Giovanni Xiaowen Dong M. Bronstein AI4CE 88 86 0 18 Oct 2021
Mesh Convolutional Autoencoder for Semi-Regular Meshes of Different Sizes Sara Hahner Jochen Garcke AI4CE 83 17 0 18 Oct 2021
Understanding GNN Computational Graph: A Coordinated Computation, IO, and Memory Perspective Hengrui Zhang Zhongming Yu Guohao Dai Guyue Huang Yufei Ding Yuan Xie Yu Wang GNN 64 47 0 18 Oct 2021
VoteHMR: Occlusion-Aware Voting Network for Robust 3D Human Mesh Recovery from Partial Point Clouds Guanze Liu Yu Rong Lu Sheng 3DH 65 20 0 17 Oct 2021