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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"

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Title
Scalable SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim Tung M. Luu Xuan Thanh Nguyen Junyeong Kim Chang D. Yoo 3DPC 114 26 0 17 Sep 2022
Automatic Tooth Segmentation from 3D Dental Model using Deep Learning: A Quantitative Analysis of what can be learnt from a Single 3D Dental Model Ananya Jana H. Subhash Dimitris N. Metaxas 3DPC 83 10 0 16 Sep 2022
PointCAT: Contrastive Adversarial Training for Robust Point Cloud Recognition Qidong Huang Xiaoyi Dong DongDong Chen Hang Zhou Weiming Zhang Kui Zhang Gang Hua Nenghai Yu 3DPC 102 13 0 16 Sep 2022
VS-CAM: Vertex Semantic Class Activation Mapping to Interpret Vision Graph Neural Network Zhenpeng Feng Xiyang Cui Hongbing Ji Mingzhe Zhu Ljubisa Stankovic 73 11 0 15 Sep 2022
Can We Solve 3D Vision Tasks Starting from A 2D Vision Transformer? Yi Wang Zhiwen Fan Tianlong Chen Hehe Fan Zhangyang Wang ViT 109 10 0 15 Sep 2022
PointACL:Adversarial Contrastive Learning for Robust Point Clouds Representation under Adversarial Attack Junxuan Huang Yatong An Lu Cheng Bai Chen Junsong Yuan Chunming Qiao 3DPC 57 1 0 14 Sep 2022
Learning Category-Level Manipulation Tasks from Point Clouds with Dynamic Graph CNNs Junchi Liang Abdeslam Boularias 3DPC 96 8 0 13 Sep 2022
SVNet: Where SO(3) Equivariance Meets Binarization on Point Cloud Representation Z. Su Max Welling M. Pietikäinen Li Liu 3DPC 107 11 0 13 Sep 2022
Delving into the Devils of Bird's-eye-view Perception: A Review, Evaluation and Recipe Hongyang Li Chonghao Sima Jifeng Dai Wenhai Wang Lewei Lu ... Xiaosong Jia Siqian Liu Jianping Shi Dahua Lin Yu Qiao 176 151 0 12 Sep 2022
CU-Net: Real-Time High-Fidelity Color Upsampling for Point Clouds Lingdong Wang Mohammad Hajiesmaili Jacob Chakareski R. Sitaraman 3DPC 56 4 0 12 Sep 2022
Continual Learning for Pose-Agnostic Object Recognition in 3D Point Clouds Xihao Wang Xian Wei 3DPC 120 5 0 11 Sep 2022
Towards Confidence-guided Shape Completion for Robotic Applications Andrea Rosasco Stefano Berti Fabrizio Bottarel Michele Colledanchise Lorenzo Natale 3DV 67 5 0 09 Sep 2022
Learning to Generate Realistic LiDAR Point Clouds Vlas Zyrianov Xiyue Zhu Shenlong Wang 3DPC DiffM 190 62 0 08 Sep 2022
Graph Neural Networks for Low-Energy Event Classification & Reconstruction in IceCube R. Abbasi M. Ackermann J. Adams N. Aggarwal J. Aguilar ... S. Yoshida S. Yu T. Yuan Zheng Zhang P. Zhelnin 70 24 0 07 Sep 2022
Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear Transformations Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 87 1 0 05 Sep 2022
SPCNet: Stepwise Point Cloud Completion Network Fei-Jiang Hu Honghua Chen Xuequan Lu Zhenliang Zhu Jun Wang Weiming Wang F. Wang Mingqiang Wei 3DPC 58 3 0 05 Sep 2022
In-Place Gestures Classification via Long-term Memory Augmented Network Lizhi Zhao Xuequan Lu Qianyue Bao Meili Wang 53 4 0 02 Sep 2022
Learning task-specific features for 3D pointcloud graph creation Elias Abad Rocamora Javier Ruiz-Hidalgo 3DPC 61 0 0 02 Sep 2022
PCDNF: Revisiting Learning-based Point Cloud Denoising via Joint Normal Filtering Zheng Liu Ya-Ou Zhao Sijing Zhan Yuanyuan Liu Renjie Chen Ying He 3DPC 67 25 0 02 Sep 2022
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner L. Yao BDL 166 24 0 01 Sep 2022
MM-PCQA: Multi-Modal Learning for No-reference Point Cloud Quality Assessment Zicheng Zhang Wei Sun Xiongkuo Min Quan-Gen Zhou Jun He Qiyuan Wang Guangtao Zhai 3DPC 113 75 0 01 Sep 2022
Learning Tree Structures from Leaves For Particle Decay Reconstruction James Kahn I. Tsaklidis Oskar Taubert Lea Reuter G. Dujany ... A. Thaller P. Goldenzweig F. Bernlochner Achim Streit Markus Gotz 48 11 0 31 Aug 2022
3DLG-Detector: 3D Object Detection via Simultaneous Local-Global Feature Learning Baian Chen Liangliang Nan H. Xie Dening Lu F. Wang Mingqiang Wei 3DPC 43 0 0 31 Aug 2022
6IMPOSE: Bridging the Reality Gap in 6D Pose Estimation for Robotic Grasping H. Cao Lukas Dirnberger Daniele Bernardini C. Piazza Marco Caccamo 83 11 0 30 Aug 2022
Incremental Semantic Localization using Hierarchical Clustering of Object Association Sets Lan Hu Z. Luo Runze Yuan Yuchen Cao Jiaxin Wei Kai Wangand Laurent Kneip 60 1 0 28 Aug 2022
Pix4Point: Image Pretrained Standard Transformers for 3D Point Cloud Understanding Guocheng Qian Abdullah Hamdi Xingdi Zhang Guohao Li 3DPC ViT 63 6 0 25 Aug 2022
PeRFception: Perception using Radiance Fields Yoonwoo Jeong Seungjoo Shin Junha Lee Yoon-Yong Jeong Animashree Anandkumar Minsu Cho Jaesik Park 88 22 0 24 Aug 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 100 141 0 23 Aug 2022
CADOps-Net: Jointly Learning CAD Operation Types and Steps from Boundary-Representations Elona Dupont K. Cherenkova Anis Kacem Sk Aziz Ali Ilya Arzhannikov Gleb Gusev Djamila Aouada 3DPC 89 22 0 22 Aug 2022
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles Lukas Pfahler K. Morik SSL 36 4 0 22 Aug 2022
Objects Can Move: 3D Change Detection by Geometric Transformation Constistency Aikaterini Adam Torsten Sattler Konstantinos Karantzalos Tomas Pajdla 3DPC 34 10 0 21 Aug 2022
PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition Jiachen Sun Weili Nie Zhiding Yu Z. Morley Mao Chaowei Xiao DiffM 70 25 0 21 Aug 2022
Stable Object Reorientation using Contact Plane Registration R. Li Carlos Esteves A. Makadia Pulkit Agrawal 66 3 0 18 Aug 2022
Quantifying the Knowledge in a DNN to Explain Knowledge Distillation for Classification Quanshi Zhang Xu Cheng Yilan Chen Zhefan Rao 59 37 0 18 Aug 2022
Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes Yu-Huan Wu Da Zhang Le Zhang Xin Zhan Dengxin Dai Yun-Hai Liu Ming-Ming Cheng 3DPC 70 2 0 18 Aug 2022
Imperceptible and Robust Backdoor Attack in 3D Point Cloud Kuofeng Gao Jiawang Bai Baoyuan Wu Mengxi Ya Shutao Xia AAML 3DPC 100 33 0 17 Aug 2022
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes Yongqiang Mao Zonghao Guo Xiaonan Lu Zhiqiang Yuan Haowen Guo 3DPC 133 32 0 13 Aug 2022
PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D Trees Jun-Kun Chen Yu-Xiong Wang 3DPC 124 2 0 11 Aug 2022
Arbitrary Point Cloud Upsampling with Spherical Mixture of Gaussians Anthony DellÉva M. Orsingher Massimo Bertozzi 3DPC 58 9 0 10 Aug 2022
3D Vision with Transformers: A Survey Jean Lahoud Jiale Cao Fahad Shahbaz Khan Hisham Cholakkal Rao Muhammad Anwer Salman Khan Ming-Hsuan Yang ViT MedIm 112 33 0 08 Aug 2022
Global Hierarchical Attention for 3D Point Cloud Analysis Dan Jia Alexander Hermans Bastian Leibe 3DPC 54 0 0 07 Aug 2022
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph Honghui Yang Zili Liu Xiaopei Wu Wenxiao Wang Wei Qian Xiaofei He Deng Cai 3DPC 71 74 0 07 Aug 2022
A Survey on Visual Map Localization Using LiDARs and Cameras Mahdi Elhousni Xinming Huang 67 3 0 05 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 102 78 0 04 Aug 2022
SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud Xiangrui Zhao Sheng Yang Tianxin Huang Jun Chen Teng Ma Ming Li Yang Liu 3DPC 78 10 0 03 Aug 2022
S $^2$ Contact: Graph-based Network for 3D Hand-Object Contact Estimation with Semi-Supervised Learning Tze Ho Elden Tse Zhongqun Zhang K. Kim A. Leonardis Feng Zheng H. Chang 3DH 63 8 0 01 Aug 2022
CSDN: Cross-modal Shape-transfer Dual-refinement Network for Point Cloud Completion Zhe Zhu Liangliang Nan H. Xie Honghua Chen Mingqiang Wei Jun Wang J. Qin 3DPC 81 27 0 01 Aug 2022
CloudAttention: Efficient Multi-Scale Attention Scheme For 3D Point Cloud Learning Mahdi Saleh Yige Wang Nassir Navab Benjamin Busam F. Tombari 3DPC 67 4 0 31 Jul 2022
Neural-Guided RuntimePrediction of Planners for Improved Motion and Task Planning with Graph Neural Networks S. Odense Kamal Gupta W. Macready 75 2 0 29 Jul 2022
Point Cloud Attacks in Graph Spectral Domain: When 3D Geometry Meets Graph Signal Processing Daizong Liu Wei Hu Xin Li AAML 3DPC 97 16 0 27 Jul 2022