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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
U3DS $^3$ : Unsupervised 3D Semantic Scene Segmentation Jiaxu Liu Zhengdi Yu T. Breckon Hubert P. H. Shum 3DPC 64 10 0 10 Nov 2023
Non-Rigid Shape Registration via Deep Functional Maps Prior Puhua Jiang Mingze Sun Ruqi Huang 105 11 0 08 Nov 2023
Deep Learning-based 3D Point Cloud Classification: A Systematic Survey and Outlook Huang Zhang Changshuo Wang Shengwei Tian Baoli Lu Liping Zhang Xin Ning Xiao Bai 3DPC 133 115 0 05 Nov 2023
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training Yipeng Gao Zeyu Wang Wei-Shi Zheng Cihang Xie Yuyin Zhou 3DPC 150 10 0 03 Nov 2023
Automatic Robot Hand-Eye Calibration Enabled by Learning-Based 3D Vision Leihui Li Xingyu Yang Riwei Wang Xuping Zhang 58 4 0 02 Nov 2023
Cross-Modal Information-Guided Network using Contrastive Learning for Point Cloud Registration Yifan Xie Jihua Zhu Shiqi Li Pengcheng Shi 3DPC 69 8 0 02 Nov 2023
Towards Generalized Multi-stage Clustering: Multi-view Self-distillation Jiatai Wang Zhiwei Xu Xin Wang Tao Li 55 1 0 29 Oct 2023
6-DoF Stability Field via Diffusion Models Takuma Yoneda Tianchong Jiang Gregory Shakhnarovich Matthew R. Walter 96 2 0 26 Oct 2023
General Point Model with Autoencoding and Autoregressive Zhe Li Zhangyang Gao Cheng Tan Stan Z. Li Laurence T. Yang AI4CE 3DPC 52 4 0 25 Oct 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 69 40 0 24 Oct 2023
ConvBKI: Real-Time Probabilistic Semantic Mapping Network with Quantifiable Uncertainty Joey Wilson Yuewei Fu Joshua Friesen Parker Ewen Andrew Capodieci P. Jayakumar Kira Barton Maani Ghaffari 130 10 0 24 Oct 2023
Language-driven Scene Synthesis using Multi-conditional Diffusion Model An Vuong M. Vu T. Nguyen Baoru Huang Dzung Nguyen T. Vo Anh Nguyen DiffM 105 9 0 24 Oct 2023
A Hybrid GNN approach for predicting node data for 3D meshes Shwetha Salimath Francesca Bugiotti Frédéric Magoulès AI4CE 19 0 0 23 Oct 2023
Neural Snowflakes: Universal Latent Graph Inference via Trainable Latent Geometries Haitz Sáez de Ocáriz Borde Anastasis Kratsios 186 5 0 23 Oct 2023
Learning Generalizable Manipulation Policies with Object-Centric 3D Representations Yifeng Zhu Zhenyu Jiang Peter Stone Yuke Zhu 3DPC 99 49 0 22 Oct 2023
Physics-Informed Graph Convolutional Networks: Towards a generalized framework for complex geometries M. Chenaud José Alves Frédéric Magoulès AI4CE PINN 95 1 0 20 Oct 2023
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision Cheng-Kun Yang Min-Hung Chen Yung-Yu Chuang Yen-Yu Lin ViT 3DPC 93 18 0 19 Oct 2023
Learning Gradient Fields for Scalable and Generalizable Irregular Packing Tianyang Xue Mingdong Wu Lin Lu Haoxuan Wang Hao Dong Baoquan Chen 67 4 0 18 Oct 2023
DBDNet:Partial-to-Partial Point Cloud Registration with Dual Branches Decoupling Shiqi Li Jihua Zhu Yifan Xie 3DPC 73 0 0 18 Oct 2023
ChatGPT-guided Semantics for Zero-shot Learning Fahimul Hoque Shubho T. Chowdhury A. Cheraghian Morteza Saberi Nabeel Mohammed Shafin Rahman VLM 79 0 0 18 Oct 2023
ARTree: A Deep Autoregressive Model for Phylogenetic Inference Tianyu Xie Cheng Zhang 47 4 0 14 Oct 2023
iPUNet:Iterative Cross Field Guided Point Cloud Upsampling Guangshun Wei Hao Pan Shaojie Zhuang Yuanfeng Zhou Changjian Li 3DPC 92 5 0 13 Oct 2023
3D Understanding of Deformable Linear Objects: Datasets and Transferability Benchmark Bare Luka vZagar Tim Hertel Mingyu Liu Ekim Yurtsever Alois Knoll 3DPC 60 0 0 13 Oct 2023
Ferret: Refer and Ground Anything Anywhere at Any Granularity Haoxuan You Haotian Zhang Zhe Gan Xianzhi Du Bowen Zhang Zirui Wang Liangliang Cao Shih-Fu Chang Yinfei Yang ObjD MLLM VLM 139 328 0 11 Oct 2023
S4C: Self-Supervised Semantic Scene Completion with Neural Fields Adrian Hayler Felix Wimbauer Dominik Muhle Christian Rupprecht Zorah Lähner 121 22 0 11 Oct 2023
Point Cloud Denoising and Outlier Detection with Local Geometric Structure by Dynamic Graph CNN Kosuke Nakayama Hiroto Fukuta Hiroshi Watanabe 3DPC 25 0 0 11 Oct 2023
PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation Haibo Qiu Baosheng Yu Yixin Chen Dacheng Tao 3DPC 102 1 0 11 Oct 2023
Uni3D: Exploring Unified 3D Representation at Scale Junsheng Zhou Jinsheng Wang Baorui Ma Yu-Shen Liu Tiejun Huang Xinlong Wang 113 98 0 10 Oct 2023
CoT3DRef: Chain-of-Thoughts Data-Efficient 3D Visual Grounding Eslam Mohamed Bakr Mohamed Ayman Mahmoud Ahmed Habib Slim Mohamed Elhoseiny LRM 76 12 0 10 Oct 2023
GradientSurf: Gradient-Domain Neural Surface Reconstruction from RGB Video Crane He Chen Joerg Liebelt 58 0 0 09 Oct 2023
Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis Peipei Li Xing Cui Yibo Hu Man Zhang Ting Yao Tao Mei 83 0 0 08 Oct 2023
Latent Graph Inference with Limited Supervision Jianglin Lu Yi Tian Xu Huan Wang Yue Bai Yun Fu 73 5 0 06 Oct 2023
Graph learning in robotics: a survey Francesca Pistilli Giuseppe Averta AI4CE GNN 63 8 0 06 Oct 2023
CSI: Enhancing the Robustness of 3D Point Cloud Recognition against Corruption Zhuoyuan Wu Jiachen Sun Chaowei Xiao 3DPC 66 1 0 05 Oct 2023
Continual Test-time Domain Adaptation via Dynamic Sample Selection Yanshuo Wang Jie Hong A. Cheraghian Shafin Rahman David Ahmedt-Aristizabal Lars Petersson Mehrtash Harandi TTA 88 17 0 05 Oct 2023
Equivariant Adaptation of Large Pretrained Models Arnab Kumar Mondal Siba Smarak Panigrahi Sekouba Kaba Sai Rajeswar Siamak Ravanbakhsh 112 28 0 02 Oct 2023
Cooperative Graph Neural Networks Ben Finkelshtein Xingyue Huang Michael M. Bronstein .Ismail .Ilkan Ceylan GNN 110 26 0 02 Oct 2023
Neural Processing of Tri-Plane Hybrid Neural Fields Adriano Cardace Pierluigi Zama Ramirez Francesco Ballerini Allan Zhou Samuele Salti Luigi Di Stefano AI4CE 88 7 0 02 Oct 2023
A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks Yanjie Li Bin Xie Songtao Guo Yuanyuan Yang Bin Xiao AAML 89 18 0 01 Oct 2023
PC-Adapter: Topology-Aware Adapter for Efficient Domain Adaption on Point Clouds with Rectified Pseudo-label Joonhyung Park Hyunjin Seo Eunho Yang 3DPC 49 10 0 29 Sep 2023
AtomSurf : Surface Representation for Learning on Protein Structures Vincent Mallet Souhaib Attaiki M. Ovsjanikov 95 3 0 28 Sep 2023
Q-REG: End-to-End Trainable Point Cloud Registration with Surface Curvature Yucheng Shi Dániel Baráth Marc Pollefeys Iro Armeni 3DPC 105 3 0 27 Sep 2023
DREAM-PCD: Deep Reconstruction and Enhancement of mmWave Radar Pointcloud Ruixu Geng Yadong Li Dongheng Zhang Jincheng Wu Yating Gao Yang Hu Yuanchun Chen 76 13 0 27 Sep 2023
Regress Before Construct: Regress Autoencoder for Point Cloud Self-supervised Learning Yang Liu Chong Chen Can Wang Xulin King Mengyuan Liu 3DPC 69 9 0 25 Sep 2023
Unsupervised correspondence with combined geometric learning and imaging for radiotherapy applications E. Henderson M. Herk Andrew Green E. V. Osorio 64 1 0 25 Sep 2023
QuadricsNet: Learning Concise Representation for Geometric Primitives in Point Clouds Ji Wu Huai Yu Wen Yang Gui-Song Xia 3DPC 29 4 0 25 Sep 2023
Edge Aware Learning for 3D Point Cloud L. Li 3DPC 87 4 0 23 Sep 2023
MiliPoint: A Point Cloud Dataset for mmWave Radar Han Cui Shu Zhong Jiacheng Wu Zichao Shen N. Dahnoun Yiren Zhao 85 14 0 23 Sep 2023
Towards Robust Few-shot Point Cloud Semantic Segmentation Yating Xu Na Zhao Gim Hee Lee 3DPC 51 3 0 20 Sep 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 97 7 0 20 Sep 2023