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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
PointeNet: A Lightweight Framework for Effective and Efficient Point Cloud Analysis Lipeng Gu Xu Yan Liangliang Nan Dingkun Zhu Honghua Chen Weiming Wang Mingqiang Wei 3DPC 61 3 0 20 Dec 2023
FAKEPCD: Fake Point Cloud Detection via Source Attribution Y. Qu Zhikun Zhang Yun Shen Michael Backes Yang Zhang 3DPC 71 0 0 18 Dec 2023
ConDaFormer: Disassembled Transformer with Local Structure Enhancement for 3D Point Cloud Understanding Lunhao Duan Shanshan Zhao Nan Xue Biwei Huang Gui-Song Xia Dacheng Tao ViT 128 20 0 18 Dec 2023
Towards Compact 3D Representations via Point Feature Enhancement Masked Autoencoders Yaohua Zha Huizhen Ji Jinmin Li Rongsheng Li Tao Dai Bin Chen Zhi Wang Shu-Tao Xia 3DPC 109 32 0 17 Dec 2023
SAI3D: Segment Any Instance in 3D Scenes Yingda Yin Yuzheng Liu Yang Xiao Daniel Cohen-Or Jingwei Huang Baoquan Chen 95 41 0 17 Dec 2023
Multi-level Reasoning for Robotic Assembly: From Sequence Inference to Contact Selection Xinghao Zhu Devesh K. Jha Diego Romeres Lingfeng Sun Masayoshi Tomizuka Anoop Cherian 73 6 0 17 Dec 2023
Deep Generative Models for Detector Signature Simulation: A Taxonomic Review Baran Hashemi Claudius Krause 70 16 0 15 Dec 2023
Living Scenes: Multi-object Relocalization and Reconstruction in Changing 3D Environments Liyuan Zhu Shengyu Huang Konrad Schindler Iro Armeni 75 10 0 14 Dec 2023
LEMON: Learning 3D Human-Object Interaction Relation from 2D Images Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Zheng-Jun Zha 122 26 0 14 Dec 2023
VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning Tangfei Liao Xiaoqin Zhang Li Zhao Tao Wang Guobao Xiao ViT 84 8 0 14 Dec 2023
Enhance Sketch Recognition's Explainability via Semantic Component-Level Parsing Guangming Zhu Siyuan Wang Tianci Wu Liang Zhang 60 1 0 13 Dec 2023
RMS: Redundancy-Minimizing Point Cloud Sampling for Real-Time Pose Estimation Pavel Petráček Kostas Alexis Martin Saska 3DPC 76 3 0 12 Dec 2023
IndoorGNN: A Graph Neural Network based approach for Indoor Localization using WiFi RSSI Rahul Vishwakarma Rucha Bhalchandra Joshi Subhankar Mishra GNN 32 2 0 11 Dec 2023
Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images Baowei Li Zhenyu Liu Lizhi Shao Bensheng Qiu Hong Bu Jie Tian OOD MedIm 75 7 0 11 Dec 2023
M3SOT: Multi-frame, Multi-field, Multi-space 3D Single Object Tracking Jiaming Liu Yue Wu Maoguo Gong Qiguang Miao Wenping Ma Can Qin 56 7 0 11 Dec 2023
PCRDiffusion: Diffusion Probabilistic Models for Point Cloud Registration Yue Wu Yongzhe Yuan Xiaolong Fan Xiaoshui Huang Maoguo Gong Qiguang Miao DiffM 100 3 0 11 Dec 2023
ASWT-SGNN: Adaptive Spectral Wavelet Transform-based Self-Supervised Graph Neural Network Ruyue Liu Rong Yin Yong Liu Weiping Wang SSL 80 3 0 10 Dec 2023
Shape Matters: Detecting Vertebral Fractures Using Differentiable Point-Based Shape Decoding Hellena Hempe Alexander Bigalke Mattias P. Heinrich MedIm 75 1 0 08 Dec 2023
Cross-BERT for Point Cloud Pretraining Xin Li Peng Li Zeyong Wei Zhe Zhu Mingqiang Wei Junhui Hou Liangliang Nan J. Qin H. Xie F. Wang SSL 3DPC 77 0 0 08 Dec 2023
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds Yujia Liu Anton Obukhov Jan Dirk Wegner Konrad Schindler 3DPC 93 13 0 07 Dec 2023
PointMoment:Mixed-Moment-based Self-Supervised Representation Learning for 3D Point Clouds Xin Cao Xinxin Han Yifan Wang Mengna Yang Kang Li 3DPC 74 1 0 06 Dec 2023
GraNet: A Multi-Level Graph Network for 6-DoF Grasp Pose Generation in Cluttered Scenes Haowen Wang Wanhao Niu Chungang Zhuang 51 7 0 06 Dec 2023
PointJEM: Self-supervised Point Cloud Understanding for Reducing Feature Redundancy via Joint Entropy Maximization Xin Cao Huan Xia Xinxin Han Yifan Wang Kang Li Linzhi Su 3DPC 70 1 0 06 Dec 2023
NeutronStream: A Dynamic GNN Training Framework with Sliding Window for Graph Streams Chaoyi Chen Dechao Gao Yanfeng Zhang Qiange Wang Zhenbo Fu Xuecang Zhang Junhua Zhu Yu Gu Ge Yu GNN 89 6 0 05 Dec 2023
PartSLIP++: Enhancing Low-Shot 3D Part Segmentation via Multi-View Instance Segmentation and Maximum Likelihood Estimation Yuchen Zhou Jiayuan Gu Xuanlin Li Minghua Liu Yunhao Fang Hao Su VLM 97 17 0 05 Dec 2023
Geometrically-driven Aggregation for Zero-shot 3D Point Cloud Understanding Guofeng Mei Luigi Riz Yiming Wang Fabio Poiesi 3DPC 88 7 0 04 Dec 2023
EdgeConvFormer: Dynamic Graph CNN and Transformer based Anomaly Detection in Multivariate Time Series Jie Liu Qilin Li Senjian An Bradley Ezard Ling Li AI4TS 39 1 0 04 Dec 2023
Improving Normalization with the James-Stein Estimator Seyedalireza Khoshsirat Chandra Kambhamettu 73 5 0 01 Dec 2023
HOT: Higher-Order Dynamic Graph Representation Learning with Efficient Transformers Maciej Besta Afonso Claudino Catarino Lukas Gianinazzi Nils Blach Piotr Nyczyk H. Niewiadomski Torsten Hoefler 116 8 0 30 Nov 2023
PRS: Sharp Feature Priors for Resolution-Free Surface Remeshing Natalia Soboleva Olga Gorbunova Maria Ivanova Evgeny Burnaev Matthias Nießner Denis Zorin Alexey Artemov 58 0 0 30 Nov 2023
Sketch Input Method Editor: A Comprehensive Dataset and Methodology for Systematic Input Recognition Guangming Zhu Siyuan Wang Qing Cheng Kelong Wu Hao Li Liang Zhang 87 2 0 30 Nov 2023
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds Prashant Kumar Kshitij Madhav Bhat Vedang Bhupesh Shenvi Nadkarni P. K. Kalra 90 2 0 29 Nov 2023
A Graph-Based Approach for Category-Agnostic Pose Estimation Or Hirschorn S. Avidan 128 13 0 29 Nov 2023
StructRe: Rewriting for Structured Shape Modeling Jiepeng Wang Hao Pan Yang Liu Xin Tong Taku Komura Wenping Wang 127 1 0 29 Nov 2023
Surf-D: Generating High-Quality Surfaces of Arbitrary Topologies Using Diffusion Models Zhengming Yu Zhiyang Dou Xiaoxiao Long Cheng Lin Zekun Li ... Taku Komura Marc Habermann Christian Theobalt Xin Li Wenping Wang 83 8 0 28 Nov 2023
Diffusion 3D Features (Diff3F): Decorating Untextured Shapes with Distilled Semantic Features Niladri Shekhar Dutt Sanjeev Muralikrishnan Niloy J. Mitra 115 22 0 28 Nov 2023
UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition Xiaohan Ding Yiyuan Zhang Yixiao Ge Sijie Zhao Lin Song Xiangyu Yue Ying Shan VLM AI4TS SSL 104 129 0 27 Nov 2023
Progressive Classifier and Feature Extractor Adaptation for Unsupervised Domain Adaptation on Point Clouds Zicheng Wang Zhen Zhao Yiming Wu Luping Zhou Dong Xu 3DPC 65 2 0 27 Nov 2023
MeshGPT: Generating Triangle Meshes with Decoder-Only Transformers Yawar Siddiqui A. Alliegro Alexey Artemov Tatiana Tommasi Daniele Sirigatti Vladislav Rosov Angela Dai Matthias Nießner 68 133 0 27 Nov 2023
Point Cloud Pre-training with Diffusion Models Xiao Zheng Xiaoshui Huang Guofeng Mei Yuenan Hou Zhaoyang Lyu Bo Dai Wanli Ouyang Yongshun Gong 99 28 0 25 Nov 2023
TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer Huimin Xiong Kunle Li Kaiyuan Tan Yang Feng Qiufeng Wang Jinxiang Hao Haochao Ying Jian Wu Zuo-Qiang Liu MedIm 60 12 0 22 Nov 2023
Test-Time Augmentation for 3D Point Cloud Classification and Segmentation Tuan-Anh Vu Srinjay Sarkar Zhiyuan Zhang Binh-Son Hua Sai-Kit Yeung 3DPC 129 1 0 22 Nov 2023
Differentiable Visual Computing for Inverse Problems and Machine Learning Andrew Spielberg Fangcheng Zhong Konstantinos Rematas Krishna Murthy Jatavallabhula Cengiz Öztireli Tzu-Mao Li Derek Nowrouzezahrai 75 10 0 21 Nov 2023
Leveraging Previous Facial Action Units Knowledge for Emotion Recognition on Faces Pietro Masur W. Costa L. S. Figueredo Veronica Teichrieb CVBM 23 0 0 20 Nov 2023
AMES: A Differentiable Embedding Space Selection Framework for Latent Graph Inference Yuan Lu Haitz Sáez de Ocáriz Borde Pietro Lio 80 2 0 20 Nov 2023
PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification Zhihan Yang Zhiming Cheng Tengjin Weng Shucheng He Yaqi Wang Xin Ye Shuai Wang MedIm 38 1 0 20 Nov 2023
Point Cloud Self-supervised Learning via 3D to Multi-view Masked Autoencoder Zhimin Chen Yingwei Li Longlong Jing Liang Yang Bing Li 3DPC 95 9 0 17 Nov 2023
Multiscale Hodge Scattering Networks for Data Analysis Naoki Saito Stefan C. Schonsheck Eugene Shvarts 85 2 0 17 Nov 2023
Data Augmentations in Deep Weight Spaces Aviv Shamsian David W. Zhang Aviv Navon Yan Zhang Miltiadis Kofinas ... E. Gavves Cees G. M. Snoek Ethan Fetaya Gal Chechik Haggai Maron 101 1 0 15 Nov 2023
Learning-Based Biharmonic Augmentation for Point Cloud Classification Jiacheng Wei Guosheng Lin Henghui Ding Jie Hu Kim-Hui Yap 3DPC 81 1 0 10 Nov 2023