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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
ShapeLLM: Universal 3D Object Understanding for Embodied Interaction Zekun Qi Runpei Dong Shaochen Zhang Haoran Geng Chunrui Han Zheng Ge Li Yi Kaisheng Ma 200 63 0 27 Feb 2024
AVS-Net: Point Sampling with Adaptive Voxel Size for 3D Scene Understanding Hongcheng Yang Dingkang Liang Dingyuan Zhang Zhe Liu Zhikang Zou Xingyu Jiang Yingying Zhu 3DPC 96 3 0 27 Feb 2024
Geometric Deep Learning for Computer-Aided Design: A Survey Negar Heidari Alexandros Iosifidis AI4CE 3DPC 3DV 136 5 0 27 Feb 2024
SeqTrack3D: Exploring Sequence Information for Robust 3D Point Cloud Tracking Yu Lin Zhiheng Li Yubo Cui Zheng Fang 3DPC 84 1 0 26 Feb 2024
Parameter-efficient Prompt Learning for 3D Point Cloud Understanding Hongyu Sun Yongcai Wang Wang Chen Haoran Deng Deying Li VPVLM 105 7 0 24 Feb 2024
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data Majid Farhadloo Arun Sharma Jayant Gupta Alexey A. Leontovich Svetomir N. Markovic Shashi Shekhar 172 5 0 22 Feb 2024
CHILI: Chemically-Informed Large-scale Inorganic Nanomaterials Dataset for Advancing Graph Machine Learning Ulrik Friis-Jensen Frederik L. Johansen A. Anker Erik B. Dam Kirsten M. Ø. Jensen Raghavendra Selvan AI4CE 111 4 0 20 Feb 2024
Advancements in Point Cloud-Based 3D Defect Detection and Classification for Industrial Systems: A Comprehensive Survey Anju Rani D. O. Arroyo Petar Durdevic 3DPC 114 13 0 20 Feb 2024
Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics Siqi Miao Zhiyuan Lu Mia Liu Javier Duarte Pan Li 127 6 0 19 Feb 2024
PASCL: Supervised Contrastive Learning with Perturbative Augmentation for Particle Decay Reconstruction Junjian Lu Siwei Liu Dmitrii Kobylianski Etienne Dreyer Eilam Gross Houcheng Su 65 3 0 18 Feb 2024
PointMamba: A Simple State Space Model for Point Cloud Analysis Dingkang Liang Xin Zhou Wei Xu Xingkui Zhu Zhikang Zou Xiaoqing Ye Xinyu Wang Xiang Bai 198 104 0 16 Feb 2024
MM-Point: Multi-View Information-Enhanced Multi-Modal Self-Supervised 3D Point Cloud Understanding Hai-Tao Yu Mofei Song 3DPC 61 9 0 15 Feb 2024
Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks Jonas Kneifl Jörg Fehr Steven L. Brunton J. Nathan Kutz AI4CE 57 1 0 14 Feb 2024
Approximately Piecewise E(3) Equivariant Point Networks Matan Atzmon Jiahui Huang Francis Williams Or Litany 3DPC 64 2 0 13 Feb 2024
A Benchmark Grocery Dataset of Realworld Point Clouds From Single View Shivanand Venkanna Sheshappanavar Tejas Anvekar Shivanand Kundargi Yufan Wang Chandra Kambhamettu 78 3 0 12 Feb 2024
Improved Generalization of Weight Space Networks via Augmentations Aviv Shamsian Aviv Navon David W. Zhang Yan Zhang Ethan Fetaya Gal Chechik Haggai Maron 109 14 0 06 Feb 2024
Physics-Encoded Graph Neural Networks for Deformation Prediction under Contact Mahdi Saleh Michael Sommersperger Nassir Navab F. Tombari AI4CE 67 4 0 05 Feb 2024
Key-Graph Transformer for Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool N. Sebe 134 1 0 04 Feb 2024
ALERT-Transformer: Bridging Asynchronous and Synchronous Machine Learning for Real-Time Event-based Spatio-Temporal Data Carmen Martin-Turrero Maxence Bouvier Manuel Breitenstein Pietro Zanuttigh Vincent Parret 70 4 0 02 Feb 2024
A general framework for rotation invariant point cloud analysis Shuqing Luo Wei-Nan Gao 61 0 0 02 Feb 2024
Unsupervised Discovery of Steerable Factors When Graph Deep Generative Models Are Entangled Shengchao Liu Chengpeng Wang Jiarui Lu Weili Nie Hanchen Wang Zhuoxinran Li Bolei Zhou Jian Tang 112 3 0 29 Jan 2024
Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation Jie Liu Wenzhe Yin Haochen Wang Yunlu Chen Jan-Jakob Sonke E. Gavves 3DPC 63 4 0 29 Jan 2024
DAM: Diffusion Activation Maximization for 3D Global Explanations Hanxiao Tan 70 1 0 26 Jan 2024
Adaptive Point Transformer Alessandro Baiocchi Indro Spinelli Alessandro Nicolosi Simone Scardapane 61 0 0 26 Jan 2024
CloSe: A 3D Clothing Segmentation Dataset and Model Dimitrije Antic Garvita Tiwari Batuhan Ozcomlekci R. Marin Gerard Pons-Moll 3DPC 3DH 51 11 0 22 Jan 2024
PointGL: A Simple Global-Local Framework for Efficient Point Cloud Analysis Jianan Li Jie Wang Tingfa Xu 3DPC 57 6 0 22 Jan 2024
Make-A-Shape: a Ten-Million-scale 3D Shape Model Ka-Hei Hui Aditya Sanghi Arianna Rampini Kamal Rahimi Malekshan Zhengzhe Liu Hooman Shayani Chi-Wing Fu DiffM 123 18 0 20 Jan 2024
Disentangled Condensation for Large-scale Graphs Zhenbang Xiao Shunyu Liu Yu Wang Tongya Zheng Mingli Song Mingli Song Tongya Zheng DD 255 7 0 18 Jan 2024
Exploiting Hierarchical Interactions for Protein Surface Learning Yiqun Lin Liang Pan Yi Li Ziwei Liu Xiaomeng Li 72 2 0 17 Jan 2024
ModelNet-O: A Large-Scale Synthetic Dataset for Occlusion-Aware Point Cloud Classification Zhongbin Fang Xia Li Xiangtai Li Shen Zhao Mengyuan Liu 3DPC 79 4 0 16 Jan 2024
3D Landmark Detection on Human Point Clouds: A Benchmark and A Dual Cascade Point Transformer Framework Fan Zhang Shuyi Mao Qing Li Xiaojiang Peng 3DPC 3DH 62 0 0 14 Jan 2024
PartSTAD: 2D-to-3D Part Segmentation Task Adaptation Hyunjin Kim Minhyuk Sung 123 8 0 11 Jan 2024
Surface Normal Estimation with Transformers Barry Shichen Hu Siyun Liang Johannes Paetzold H. Nguyen Isao Echizen Jiapeng Tang ViT 3DPC 54 0 0 11 Jan 2024
Iterative Feedback Network for Unsupervised Point Cloud Registration Yifan Xie Boyu Wang Shiqi Li Jihua Zhu 3DPC 119 3 0 09 Jan 2024
Disentangled Neural Relational Inference for Interpretable Motion Prediction Victoria M. Dax Jiachen Li Enna Sachdeva Nakul Agarwal Mykel J. Kochenderfer 70 4 0 07 Jan 2024
BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning Xiangyang Miao Guobao Xiao Shiping Wang Jun Yu 3DV SSL 60 8 0 07 Jan 2024
Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns Wenqi Ji Fang liu Xinxin Du Niqi Liu Chao Zhou Mingjin Yu Guozhen Zhao Yong Liu 25 0 0 06 Jan 2024
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations Rui She Sijie Wang Qiyu Kang Kai Zhao Yang Song Wee Peng Tay Tianyu Geng Xingchao Jian DiffM 3DPC 77 2 0 06 Jan 2024
An Event-Oriented Diffusion-Refinement Method for Sparse Events Completion Bo Zhang Yuqi Han J. Suo Qionghai Dai DiffM 63 1 0 06 Jan 2024
DHGCN: Dynamic Hop Graph Convolution Network for Self-Supervised Point Cloud Learning Jincen Jiang Lizhi Zhao Xuequan Lu Wei Hu Imran Razzak Meili Wang SSL 3DPC 82 8 0 05 Jan 2024
CRA-PCN: Point Cloud Completion with Intra- and Inter-level Cross-Resolution Transformers Yi Rong Haoran Zhou Lixin Yuan Cheng Mei Jiahao Wang Tong Lu 78 7 0 03 Jan 2024
FILP-3D: Enhancing 3D Few-shot Class-incremental Learning with Pre-trained Vision-Language Models Wan Xu Tianyu Huang Tianyu Qu Guanglei Yang Yiwen Guo Wangmeng Zuo 75 0 0 28 Dec 2023
LIP-Loc: LiDAR Image Pretraining for Cross-Modal Localization Sai Shubodh Puligilla Mohammad Omama Husain Zaidi Udit Singh Parihar Madhava Krishna 85 14 0 27 Dec 2023
Learnable Chamfer Distance for Point Cloud Reconstruction Tianxin Huang Qingyao Liu Xiangrui Zhao Jun Chen Yong-Jin Liu 3DV 3DPC 94 6 0 27 Dec 2023
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation Xiawei Li Qingyuan Xu Jing Zhang Tianyi Zhang Qian Yu Lu Sheng Dong Xu 82 4 0 27 Dec 2023
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding Lixiang Xu Qingzhe Cui Richang Hong Wei Xu Enhong Chen Xin Yuan Chenglong Li Y. Tang 89 2 0 27 Dec 2023
Towards Loose-Fitting Garment Animation via Generative Model of Deformation Decomposition Yifu Liu Xiaoxia Li Zhi-Wen Luo Wei Zhou AI4CE 48 0 0 22 Dec 2023
Joint Learning Neuronal Skeleton and Brain Circuit Topology with Permutation Invariant Encoders for Neuron Classification Minghui Liao Guojia Wan Bo Du 57 4 0 22 Dec 2023
Deep Learning on Object-centric 3D Neural Fields Pierluigi Zama Ramirez Luca de Luigi Daniele Sirocchi Adriano Cardace Riccardo Spezialetti Francesco Ballerini Samuele Salti Luigi Di Stefano 84 4 0 20 Dec 2023
Point Deformable Network with Enhanced Normal Embedding for Point Cloud Analysis Xingyilang Yin Xi Yang Liangchen Liu Nannan Wang Xinbo Gao 3DPC 97 3 0 20 Dec 2023