Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

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

50 / 1,022 papers shown

Title
SPCNet: Stepwise Point Cloud Completion Network Fei-Jiang Hu Honghua Chen Xuequan Lu Zhenliang Zhu Jun Wang Weiming Wang F. Wang Mingqiang Wei 3DPC 33 3 0 05 Sep 2022
In-Place Gestures Classification via Long-term Memory Augmented Network Lizhi Zhao Xuequan Lu Qianyue Bao Meili Wang 20 4 0 02 Sep 2022
Learning task-specific features for 3D pointcloud graph creation Elias Abad Rocamora Javier Ruiz-Hidalgo 3DPC 20 0 0 02 Sep 2022
The Neural Process Family: Survey, Applications and Perspectives Saurav Jha Dong Gong Xuesong Wang Richard Turner L. Yao BDL 87 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 39 72 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 24 11 0 31 Aug 2022
Hierarchically Decomposed Graph Convolutional Networks for Skeleton-Based Action Recognition Junghoon Lee Minhyeok Lee Dogyoon Lee Sangyoon Lee BDL 31 130 0 23 Aug 2022
Self-Supervised Pretraining of Graph Neural Network for the Retrieval of Related Mathematical Expressions in Scientific Articles Lukas Pfahler K. Morik SSL 18 4 0 22 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 28 2 0 18 Aug 2022
PointTree: Transformation-Robust Point Cloud Encoder with Relaxed K-D Trees Jun-Kun Chen Yu-xiong Wang 3DPC 31 2 0 11 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 47 32 0 08 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 27 72 0 07 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 27 25 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 33 3 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 28 2 0 29 Jul 2022
Graph Neural Network and Spatiotemporal Transformer Attention for 3D Video Object Detection from Point Clouds Junbo Yin Jianbing Shen Xin Gao David J. Crandall Ruigang Yang 3DPC ViT 43 59 0 26 Jul 2022
ProposalContrast: Unsupervised Pre-training for LiDAR-based 3D Object Detection Junbo Yin Dingfu Zhou Liangjun Zhang Jin Fang Chengfeng Xu Jianbing Shen Wenguan Wang 3DPC 32 83 0 26 Jul 2022
3D Siamese Transformer Network for Single Object Tracking on Point Clouds Le Hui Lingpeng Wang Ling-Yu Tang Kaihao Lan Jin Xie Jian Yang ViT 3DPC 31 60 0 25 Jul 2022
Learning Graph Neural Networks for Image Style Transfer Yongcheng Jing Yining Mao Yiding Yang Yibing Zhan Xiuming Zhang Xinchao Wang Dacheng Tao 41 55 0 24 Jul 2022
3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds A. Alliegro Francesco Cappio Borlino Tatiana Tommasi 3DPC 3DV 42 7 0 23 Jul 2022
Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization Weiguang Zhao Yuyao Yan Chaolong Yang Jianan Ye Xi Yang Kaizhu Huang 3DV 21 27 0 22 Jul 2022
Fully Sparse 3D Object Detection Lue Fan Feng Wang Nai-long Wang Zhaoxiang Zhang 28 96 0 20 Jul 2022
ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model Rao Fu Xiaoyu Zhan Yiwen Chen Daniel E. Ritchie Srinath Sridhar 39 79 0 19 Jul 2022
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation Zhonghua Wu Yicheng Wu Guosheng Lin Jianfei Cai Chen Qian 3DPC 38 23 0 19 Jul 2022
Structure from Action: Learning Interactions for Articulated Object 3D Structure Discovery Neil Nie S. Gadre Kiana Ehsani Shuran Song 20 4 0 19 Jul 2022
SelectionConv: Convolutional Neural Networks for Non-rectilinear Image Data David Hart Michael Whitney B. Morse 45 2 0 18 Jul 2022
Superficial White Matter Analysis: An Efficient Point-cloud-based Deep Learning Framework with Supervised Contrastive Learning for Consistent Tractography Parcellation across Populations and dMRI Acquisitions Tengfei Xue Fan Zhang Chaoyi Zhang Yuqian Chen Yang Song A. Golby N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell 18 32 0 18 Jul 2022
Cross Vision-RF Gait Re-identification with Low-cost RGB-D Cameras and mmWave Radars Dongjiang Cao Ruofeng Liu Hao Li Shuai Wang Wenchao Jiang Chris Xiaoxuan Lu 21 32 0 16 Jul 2022
Learning Long-Term Spatial-Temporal Graphs for Active Speaker Detection Kyle Min Sourya Roy Subarna Tripathi T. Guha Somdeb Majumdar 26 36 0 15 Jul 2022
GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling Chen Chen Yisen Wang Honghua Chen Xu Yan Da-Dui Ren Ya Guo H. Xie F. Wang Mingqiang Wei 3DPC 36 12 0 14 Jul 2022
PointNorm: Dual Normalization is All You Need for Point Cloud Analysis Shen Zheng Jinqian Pan Chang-Tien Lu Gaurav Gupta 3DPC 43 7 0 13 Jul 2022
Learning Spatial and Temporal Variations for 4D Point Cloud Segmentation Hanyu Shi Wei Jiacheng Hao Wang Liu Fayao Lin Guosheng 3DPC 38 3 0 11 Jul 2022
Masked Autoencoders in 3D Point Cloud Representation Learning Jincen Jiang Xuequan Lu Lizhi Zhao Richard Dazeley Meili Wang 3DPC ViT 59 28 0 04 Jul 2022
Accurate Instance-Level CAD Model Retrieval in a Large-Scale Database Jiaxin Wei Lan Hu Chenyu Wang L. Kneip 3DV 3DPC 37 4 0 04 Jul 2022
CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning Jiahui Wang H. Zhu Haoren Guo Abdullah Al Mamun V. Prahlad T. Lee 3DPC 42 4 0 04 Jul 2022
Enhancing Local Geometry Learning for 3D Point Cloud via Decoupling Convolution H. Xiu Xin Liu Weimin Wang Kyoung-Sook Kim T. Shinohara Qiong Chang M. Matsuoka 3DPC 32 0 0 04 Jul 2022
ImLoveNet: Misaligned Image-supported Registration Network for Low-overlap Point Cloud Pairs Honghua Chen Zeyong Wei Yabin Xu Mingqiang Wei Jun Wang 3DPC 44 26 0 02 Jul 2022
Neural Motion Fields: Encoding Grasp Trajectories as Implicit Value Functions Yun-Chun Chen Adithyavairavan Murali Balakumar Sundaralingam Wei Yang Animesh Garg Dieter Fox 22 5 0 29 Jun 2022
Fast Simulation of Particulate Suspensions Enabled by Graph Neural Network Zhan Ma Zisheng Ye Wenxiao Pan 34 14 0 17 Jun 2022
Equivariant Descriptor Fields: SE(3)-Equivariant Energy-Based Models for End-to-End Visual Robotic Manipulation Learning Hyunwoo Ryu Jeong-Hoon Lee Honglak Lee Jongeun Choi 42 54 0 16 Jun 2022
Learning to Infer Structures of Network Games Emanuele Rossi Federico Monti Yan Leng Michael M. Bronstein Xiaowen Dong 42 9 0 16 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 39 2 0 12 Jun 2022
E2PN: Efficient SE(3)-Equivariant Point Network Minghan Zhu Maani Ghaffari W. A. Clark Huei Peng 3DPC 32 18 0 11 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 44 39 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 35 25 0 09 Jun 2022
Revisiting Realistic Test-Time Training: Sequential Inference and Adaptation by Anchored Clustering Yongyi Su Xun Xu Kui Jia TTA OOD 32 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 35 3 0 06 Jun 2022
GraphDistNet: A Graph-based Collision-distance Estimator for Gradient-based Trajectory Optimization Yeseung Kim Jinwoo Kim Daehyung Park 19 8 0 03 Jun 2022
Shortest Path Networks for Graph Property Prediction Ralph Abboud Radoslav Dimitrov .Ismail .Ilkan Ceylan GNN 34 46 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 35 357 0 01 Jun 2022