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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
NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields Muhammad Zubair Irshad Sergey Zakahrov Vitor Campagnolo Guizilini Adrien Gaidon Z. Kira Rares Andrei Ambrus ViT 96 15 0 01 Apr 2024
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation Jinfeng Xu Siyuan Yang Xianzhi Li Yuan Tang Yixue Hao Long Hu Min Chen 3DPC 3DV 59 3 0 01 Apr 2024
Equivariant Local Reference Frames for Unsupervised Non-rigid Point Cloud Shape Correspondence Ling Wang Runfa Chen Yikai Wang Gang Hua Xinzhou Wang Sun Kai Guangyuan Fu Jianwei Zhang Wenbing Huang 3DPC 109 2 0 01 Apr 2024
Meta Episodic learning with Dynamic Task Sampling for CLIP-based Point Cloud Classification S. Ghose Yang Wang 3DPC 89 0 0 01 Apr 2024
Transfer Learning with Point Transformers Kartik Gupta Rahul Vippala Sahima Srivastava 3DPC 65 0 0 01 Apr 2024
SG-PGM: Partial Graph Matching Network with Semantic Geometric Fusion for 3D Scene Graph Alignment and Its Downstream Tasks Yaxu Xie A. Pagani Didier Stricker 116 4 0 28 Mar 2024
GeoAuxNet: Towards Universal 3D Representation Learning for Multi-sensor Point Clouds Shengjun Zhang Xin Fei Yueqi Duan 3DPC 113 2 0 28 Mar 2024
PointCloud-Text Matching: Benchmark Datasets and a Baseline Yanglin Feng Yang Qin Dezhong Peng Erik Cambria Xi Peng Peng Hu 90 1 0 28 Mar 2024
Backpropagation-free Network for 3D Test-time Adaptation Yanshuo Wang A. Cheraghian Zeeshan Hayder Jie Hong Sameera Ramasinghe Shafin Rahman David Ahmedt-Aristizabal Xuesong Li Lars Petersson Mehrtash Harandi TTA 94 6 0 27 Mar 2024
To Supervise or Not to Supervise: Understanding and Addressing the Key Challenges of 3D Transfer Learning Souhail Hadgi Lei Li M. Ovsjanikov 92 0 0 26 Mar 2024
WordRobe: Text-Guided Generation of Textured 3D Garments Astitva Srivastava Pranav Manu Amit Raj Varun Jampani Avinash Sharma 73 13 0 26 Mar 2024
Manufacturing Service Capability Prediction with Graph Neural Networks Yunqing Li Xiaorui Liu B. Starly 39 8 0 25 Mar 2024
V2X-PC: Vehicle-to-everything Collaborative Perception via Point Cluster Si Liu Zihan Ding Jiahui Fu Hongyu Li Siheng Chen Shifeng Zhang Xu Zhou 92 4 0 25 Mar 2024
Unsupervised Template-assisted Point Cloud Shape Correspondence Network Jiacheng Deng Jiahao Lu Tianzhu Zhang 3DPC 77 2 0 25 Mar 2024
ChebMixer: Efficient Graph Representation Learning with MLP Mixer Xiaoyan Kui Haonan Yan Qinsong Li Liming Chen Beiji Zou 59 0 0 25 Mar 2024
Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding Lingdong Kong Xiang Xu Jun Cen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 123 7 0 25 Mar 2024
Self-Supervised Multi-Frame Neural Scene Flow Dongrui Liu Daqi Liu Xueqian Li Sihao Lin Hongwei Xie Bing Wang Xiaojun Chang Lei Chu 142 3 0 24 Mar 2024
Spatio-Temporal Bi-directional Cross-frame Memory for Distractor Filtering Point Cloud Single Object Tracking Shaoyu Sun Chunyang Wang Xuelian Liu Chunhao Shi Yueyang Ding Guan Xi 114 0 0 23 Mar 2024
3D Object Detection from Point Cloud via Voting Step Diffusion Haoran Hou Mingtao Feng Zijie Wu Weisheng Dong Qing Zhu Yaonan Wang Ajmal Mian DiffM 3DPC 75 4 0 21 Mar 2024
Soft Masked Transformer for Point Cloud Processing with Skip Attention-Based Upsampling Yong-xing He Hongshan Yu Muhammad Ibrahim Xiaoyan Liu Tongjia Chen Anwaar Ulhaq Ajmal Mian 3DPC 83 0 0 21 Mar 2024
Local-consistent Transformation Learning for Rotation-invariant Point Cloud Analysis Yiyang Chen Lunhao Duan Shanshan Zhao Changxing Ding Dacheng Tao 69 4 0 17 Mar 2024
An intuitive multi-frequency feature representation for SO(3)-equivariant networks Dongwon Son Jaehyung Kim Sanghyeon Son Beomjoon Kim 3DPC 78 1 0 15 Mar 2024
Linear optimal transport subspaces for point set classification M. Shifat-E.-Rabbi Naqib Sad Pathan Shiying Li Zhuang Yan A. Rubaiyat Gustavo K. Rohde 64 0 0 15 Mar 2024
FBPT: A Fully Binary Point Transformer Zhixing Hou Yuzhang Shang Yan Yan MQ 71 1 0 15 Mar 2024
MEDPNet: Achieving High-Precision Adaptive Registration for Complex Die Castings Yuqing Du Yu Song Ce Guo Xiaojing Tian Dong Liu Ming Cong 3DPC 69 0 0 15 Mar 2024
Thermal Earth Model for the Conterminous United States Using an Interpolative Physics-Informed Graph Neural Network (InterPIGNN) M. Aljubran Roland N. Horne AI4CE 88 10 0 15 Mar 2024
Point Cloud Compression via Constrained Optimal Transport Zezeng Li Weimin Wang Ziliang Wang Na Lei 3DPC 59 3 0 13 Mar 2024
Fast and Simple Explainability for Point Cloud Networks Meir Yossef Levi Guy Gilboa 3DPC 53 3 0 12 Mar 2024
A Comprehensive Survey of 3D Dense Captioning: Localizing and Describing Objects in 3D Scenes Ting Yu Xiaojun Lin Shuhui Wang Weiguo Sheng Qingming Huang Jun-chen Yu 3DV 90 10 0 12 Mar 2024
FSC: Few-point Shape Completion Xianzu Wu Xianfeng Wu Tianyu Luan Yajing Bai Zhongyuan Lai Junsong Yuan 72 5 0 12 Mar 2024
DrivAerNet: A Parametric Car Dataset for Data-Driven Aerodynamic Design and Prediction Mohamed Elrefaie Angela Dai Faez Ahmed DiffM AI4CE 112 12 0 12 Mar 2024
PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification Mert Gulsen Batuhan Cengiz Y. Sahin Gözde B. Ünal DiffM AAML 42 1 0 11 Mar 2024
epsilon-Mesh Attack: A Surface-based Adversarial Point Cloud Attack for Facial Expression Recognition Batuhan Cengiz Mert Gulsen Y. Sahin Gözde B. Ünal 3DPC AAML 66 0 0 11 Mar 2024
Point Mamba: A Novel Point Cloud Backbone Based on State Space Model with Octree-Based Ordering Strategy Jiuming Liu Ruiji Yu Yian Wang Yu Zheng Tianchen Deng Weicai Ye Hesheng Wang 105 48 0 11 Mar 2024
PointSeg: A Training-Free Paradigm for 3D Scene Segmentation via Foundation Models Qingdong He Jinlong Peng Zhengkai Jiang Xiaobin Hu Jiangning Zhang Qiang Nie Yabiao Wang Chengjie Wang 3DPC VLM 95 5 0 11 Mar 2024
Refining Segmentation On-the-Fly: An Interactive Framework for Point Cloud Semantic Segmentation Peng Zhang Ting Wu Jinsheng Sun Weiqing Li Zhiyong Su 75 1 0 11 Mar 2024
DiffSF: Diffusion Models for Scene Flow Estimation Yushan Zhang Bastian Wandt Maria Magnusson Michael Felsberg DiffM 119 1 0 08 Mar 2024
Hide in Thicket: Generating Imperceptible and Rational Adversarial Perturbations on 3D Point Clouds Tianrui Lou Xiaojun Jia Jindong Gu Li Liu Siyuan Liang Bangyan He Xiaochun Cao 66 11 0 08 Mar 2024
Arbitrary-Scale Point Cloud Upsampling by Voxel-Based Network with Latent Geometric-Consistent Learning Hang Du Xuejun Yan Jingjing Wang Di Xie Shiliang Pu 3DPC 73 6 0 08 Mar 2024
REPS: Reconstruction-based Point Cloud Sampling Guoqing Zhang Wenbo Zhao Jian Liu Xianming Liu 3DPC 67 1 0 08 Mar 2024
That's My Point: Compact Object-centric LiDAR Pose Estimation for Large-scale Outdoor Localisation Georgi Pramatarov Matthew Gadd Paul Newman Daniele De Martini 3DPC 73 3 0 07 Mar 2024
MiKASA: Multi-Key-Anchor & Scene-Aware Transformer for 3D Visual Grounding Chun-Peng Chang Shaoxiang Wang A. Pagani Didier Stricker 74 12 0 05 Mar 2024
A Backpack Full of Skills: Egocentric Video Understanding with Diverse Task Perspectives Simone Alberto Peirone Francesca Pistilli A. Alliegro Giuseppe Averta EgoV 120 7 0 05 Mar 2024
PillarGen: Enhancing Radar Point Cloud Density and Quality via Pillar-based Point Generation Network Ji Song Kim Geonho Bang Kwangjin Choi Minjae Seong Jaechang Yoo Eunjong Pyo Jun Won Choi 84 1 0 04 Mar 2024
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud Analysis Xin Zhou Dingkang Liang Wei Xu Xingkui Zhu Yihan Xu Zhikang Zou Xiang Bai 94 28 0 03 Mar 2024
Unsigned Orthogonal Distance Fields: An Accurate Neural Implicit Representation for Diverse 3D Shapes Yujie Lu Long Wan Nayu Ding Yulong Wang Shuhan Shen Shen Cai Lin Gao 67 6 0 03 Mar 2024
Advancing Additive Manufacturing through Deep Learning: A Comprehensive Review of Current Progress and Future Challenges Amirul Islam Saimon Emmanuel Yangue Xiaowei Yue Zhenyu Kong Chenang Liu AI4CE 84 7 0 01 Mar 2024
Rethinking Few-shot 3D Point Cloud Semantic Segmentation Zhaochong An Guolei Sun Yun Liu Fayao Liu Zongwei Wu Dan Wang Luc Van Gool Serge Belongie 3DPC 109 8 0 01 Mar 2024
Spectral Meets Spatial: Harmonising 3D Shape Matching and Interpolation Dongliang Cao Marvin Eisenberger Nafie El Amrani Zorah Lähner Florian Bernard 106 10 0 29 Feb 2024
Solving Multi-Entity Robotic Problems Using Permutation Invariant Neural Networks Tianxu An Joonho Lee Marko Bjelonic Flavio De Vincenti Marco Hutter 72 3 0 28 Feb 2024