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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
Hard-Label Black-Box Attacks on 3D Point Clouds Daizong Liu Yunbo Tao Pan Zhou Wei Hu 3DPC 158 0 0 30 Nov 2024
PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors Guangshun Wei Yuan Feng Long Ma Chen Wang Yuanfeng Zhou Changjian Li 566 0 0 28 Nov 2024
Geometric Point Attention Transformer for 3D Shape Reassembly Jiahan Li Chaoran Cheng Jianzhu Ma Ge Liu 3DPC ViT 124 1 0 26 Nov 2024
MetaGraphLoc: A Graph-based Meta-learning Scheme for Indoor Localization via Sensor Fusion Yaya Etiabi Eslam Eldeeb M. Shehab Wafa Njima Hirley Alves Mohamed-Slim Alouini El-Mehdi Amhoud 145 2 0 26 Nov 2024
From Graph Diffusion to Graph Classification Jia Jun Cheng Xian Sadegh Mahdavi Renjie Liao Oliver Schulte GNN DiffM 115 0 0 26 Nov 2024
Depth-PC: A Visual Servo Framework Integrated with Cross-Modality Fusion for Sim2Real Transfer Haoyu Zhang Weiyang Lin Yimu Jiang Chao Ye 117 0 0 26 Nov 2024
Revisiting Point Cloud Completion: Are We Ready For The Real-World? Stuti Pathak Prashant Kumar Nicholus Mboga Gunther Steenackers R. Penne Rudi Penne 521 0 0 26 Nov 2024
Curvature Informed Furthest Point Sampling Shubham Bhardwaj Ashwin Vinod Soumojit Bhattacharya Aryan Koganti Aditya Sai Ellendula Balakrishna Reddy 3DPC 109 0 0 25 Nov 2024
MICAS: Multi-grained In-Context Adaptive Sampling for 3D Point Cloud Processing Feifei Shao Ping Liu Zhao Wang Yawei Luo Hongwei Wang Jun Xiao 3DPC 122 1 0 25 Nov 2024
Point Cloud Denoising With Fine-Granularity Dynamic Graph Convolutional Networks Wenqiang Xu Wenrui Dai Duoduo Xue Ziyang Zheng Chenglin Li Junni Zou Hongkai Xiong 3DPC 119 0 0 21 Nov 2024
Point Cloud Resampling with Learnable Heat Diffusion Wenqiang Xu Wenrui Dai Duoduo Xue Ziyang Zheng Chenglin Li Junni Zou Hongkai Xiong 123 0 0 21 Nov 2024
Test-Time Adaptation of 3D Point Clouds via Denoising Diffusion Models Hamidreza Dastmalchi Aijun An A. Cheraghian Shafin Rahman Sameera Ramasinghe DiffM TTA 135 1 0 21 Nov 2024
BelHouse3D: A Benchmark Dataset for Assessing Occlusion Robustness in 3D Point Cloud Semantic Segmentation Umamaheswaran Raman Kumar A. Fayjie Jurgen Hannaert Patrick Vandewalle 3DV 3DPC 137 1 0 20 Nov 2024
IKEA Manuals at Work: 4D Grounding of Assembly Instructions on Internet Videos Yunong Liu Cristobal Eyzaguirre Manling Li Shubh Khanna Juan Carlos Niebles Vineeth Ravi Saumitra Mishra Weiyu Liu Jiajun Wu 122 1 0 18 Nov 2024
Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings Aditya Sanghi Aliasghar Khani Pradyumna Reddy Arianna Rampini Derek Cheung Kamal Rahimi Malekshan Kanika Madan Hooman Shayani 107 3 0 12 Nov 2024
ZAHA: Introducing the Level of Facade Generalization and the Large-Scale Point Cloud Facade Semantic Segmentation Benchmark Dataset Olaf Wysocki Yue Tan Thomas Froech Yan Xia Magdalena Wysocki L. Hoegner Daniel Cremers Christoph Holst 3DV 72 1 0 07 Nov 2024
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation Shan Zhao Zhaiyu Chen Zhitong Xiong Yilei Shi Sudipan Saha Xiao Xiang Zhu AI4CE 86 5 0 05 Nov 2024
HFGaussian: Learning Generalizable Gaussian Human with Integrated Human Features Arnab Dey Cheng-You Lu Andrew I. Comport Srinath Sridhar Chin-Teng Lin Jean Martinet 3DGS 95 0 0 05 Nov 2024
Deep Learning on 3D Semantic Segmentation: A Detailed Review Thodoris Betsas Andreas Georgopoulos Anastasios Doulamis Pierre Grussenmeyer 3DV 3DPC 134 2 0 04 Nov 2024
A Novel Deep Learning Tractography Fiber Clustering Framework for Functionally Consistent White Matter Parcellation Using Multimodal Diffusion MRI and Functional MRI Jin Wang Bocheng Guo Yijie Li Junyi Wang Yuqian Chen J. Rushmore N. Makris Yogesh Rathi L. O’Donnell Fan Zhang 69 1 0 04 Nov 2024
PCoTTA: Continual Test-Time Adaptation for Multi-Task Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xinkui Zhao Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang Xuequan Lu TTA 110 6 0 01 Nov 2024
Target-Guided Adversarial Point Cloud Transformer Towards Recognition Against Real-world Corruptions Jie Wang Tingfa Xu Lihe Ding Jianan Li ViT 3DPC 71 0 0 01 Nov 2024
MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddings Ashkan Golgoon Ryan Franks Khashayar Filom Arjun Ravi Kannan 107 0 0 01 Nov 2024
A Recipe for Geometry-Aware 3D Mesh Transformers Mohammad Farazi Yalin Wang 96 0 0 31 Oct 2024
Deep Learning for 3D Point Cloud Enhancement: A Survey Siwen Quan Junhao Yu Ziming Nie Muze Wang Sijia Feng Pei An Jiaqi Yang 3DPC 78 4 0 30 Oct 2024
NeFF-BioNet: Crop Biomass Prediction from Point Cloud to Drone Imagery Xuesong Li Zeeshan Hayder Ali Zia Connor Cassidy Shiming Liu W. Stiller Eric A. Stone Warren C. Conaty Lars Petersson V. Rolland 60 0 0 30 Oct 2024
Transformer-Based Tooth Alignment Prediction With Occlusion And Collision Constraints ZhenXing Dong Jiazhou Chen Yanghui Xu 69 0 0 28 Oct 2024
Evaluating the Robustness of LiDAR Point Cloud Tracking Against Adversarial Attack Shengjing Tian Yinan Han Xiantong Zhao Bin Liu Xiuping Liu AAML 74 0 0 28 Oct 2024
FastPCI: Motion-Structure Guided Fast Point Cloud Frame Interpolation Tianyu Zhang Guocheng Qian Jin Xie Jian Yang 3DPC 86 0 0 25 Oct 2024
Optimal Equivariant Architectures from the Symmetries of Matrix-Element Likelihoods Daniel Maître Vishal S. Ngairangbam M. Spannowsky 63 5 0 24 Oct 2024
Unsupervised semantic segmentation of urban high-density multispectral point clouds Oona Oinonen Lassi Ruoppa Josef Taher Matti Lehtomäki Leena Matikainen Kirsi Karila Teemu Hakala A. Kukko Harri Kaartinen Juha Hyyppa 54 2 0 24 Oct 2024
RANSAC Back to SOTA: A Two-stage Consensus Filtering for Real-time 3D Registration Pengcheng Shi Shaocheng Yan Yilin Xiao Xinyi Liu Yongjun Zhang Jiayuan Li 70 7 0 21 Oct 2024
Joint Top-Down and Bottom-Up Frameworks for 3D Visual Grounding Yang Liu Daizong Liu Wei Hu 3DPC 95 1 0 21 Oct 2024
A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts Jiaxin Lu Yongqing Liang Huijun Han Jiacheng Hua Junfeng Jiang Xin Li Qixing Huang 3DV 137 3 0 18 Oct 2024
Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss Yifei Zhang Huan-ang Gao Zhou Jiang Hao Zhao 77 0 0 15 Oct 2024
Exploiting Local Features and Range Images for Small Data Real-Time Point Cloud Semantic Segmentation Daniel Fusaro Simone Mosco Emanuele Menegatti Alberto Pretto 3DPC 76 2 0 14 Oct 2024
PointNet with KAN versus PointNet with MLP for 3D Classification and Segmentation of Point Sets Ali Kashefi 3DPC 114 7 0 14 Oct 2024
Beyond Fixed Topologies: Unregistered Training and Comprehensive Evaluation Metrics for 3D Talking Heads Federico Nocentini T. Besnier Claudio Ferrari Sylvain Arguillere Stefano Berretti Mohamed Daoudi 117 1 0 14 Oct 2024
Robust 3D Point Clouds Classification based on Declarative Defenders Kaidong Li Tianxiao Zhang Cuncong Zhong Zizhuo Zhang G. Wang 3DPC 74 1 0 13 Oct 2024
Point Cloud Mixture-of-Domain-Experts Model for 3D Self-supervised Learning Yaohua Zha Tao Dai Yanzi Wang Hang Guo Bin Chen Zhihao Ouyang Chunlin Fan 3DPC 88 1 0 13 Oct 2024
Improving 3D Finger Traits Recognition via Generalizable Neural Rendering Hongbin Xu Junduan Huang Yuer Ma Zifeng Li Wenxiong Kang 43 0 0 12 Oct 2024
Pic@Point: Cross-Modal Learning by Local and Global Point-Picture Correspondence Vencia Herzog Stefan Suwelack 3DPC 59 0 0 12 Oct 2024
Foundation Model-Powered 3D Few-Shot Class Incremental Learning via Training-free Adaptor Sahar Ahmadi A. Cheraghian Morteza Saberi Md. Towsif Abir Hamidreza Dastmalchi Farookh Hussain Shafin Rahman 3DPC 91 2 0 11 Oct 2024
Parameter-Efficient Fine-Tuning in Spectral Domain for Point Cloud Learning Dingkang Liang Tianrui Feng Xin Zhou Yumeng Zhang Zhikang Zou Xiang Bai 68 7 0 10 Oct 2024
3D Representation Methods: A Survey Zhengren Wang 3DGS 59 6 0 09 Oct 2024
Topology-Agnostic Graph U-Nets for Scalar Field Prediction on Unstructured Meshes Kevin Ferguson Yu-hsuan Chen Yiming Chen Andrew Gillman James Hardin Levent Burak Kara AI4CE 79 2 0 08 Oct 2024
MIRACLE3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model Construction Hossein Resani B. Nasihatkon 3DV 439 0 0 08 Oct 2024
Scalar Field Prediction on Meshes Using Interpolated Multi-Resolution Convolutional Neural Networks Kevin Ferguson Andrew Gillman James Hardin Levent Burak Kara AI4CE 54 1 0 07 Oct 2024
Multimodal 3D Fusion and In-Situ Learning for Spatially Aware AI Chengyuan Xu Radha Kumaran Noah Stier Kangyou Yu Tobias Höllerer 66 1 0 06 Oct 2024
Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need Xianlong Wang Minghui Li Wei Liu Hangtao Zhang Shengshan Hu Yechao Zhang Ziqi Zhou Hai Jin 3DPC MU 104 7 0 04 Oct 2024