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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
Recurrent Graph Convolutional Networks for Spatiotemporal Prediction of Snow Accumulation Using Airborne Radar Benjamin Zalatan Maryam Rahnemoonfar 46 9 0 02 Feb 2023
Lidar Upsampling with Sliced Wasserstein Distance Artem Savkin Yida Wang Sebastian J. Wirkert Nassir Navab F. Tombari 3DPC 59 15 0 31 Jan 2023
Learning Against Distributional Uncertainty: On the Trade-off Between Robustness and Specificity Shixiong Wang Haowei Wang Xinke Li Jean Honorio OOD 123 2 0 31 Jan 2023
Human Vision Based 3D Point Cloud Semantic Segmentation of Large-Scale Outdoor Scene Sunghwan Yoo Yeonjeong Jeong M. Jameela Gunho Sohn 3DPC 46 9 0 30 Jan 2023
DepGraph: Towards Any Structural Pruning Gongfan Fang Xinyin Ma Mingli Song Michael Bi Mi Xinchao Wang GNN 172 274 0 30 Jan 2023
PointSmile: Point Self-supervised Learning via Curriculum Mutual Information Xin Li Mingqiang Wei Songcan Chen 3DPC SSL 111 5 0 30 Jan 2023
3D Object Detection in LiDAR Point Clouds using Graph Neural Networks R. ShreelakshmiC S. Durbha Gaganpreet Singh 3DPC 59 1 0 29 Jan 2023
Object Preserving Siamese Network for Single Object Tracking on Point Clouds Kaijie Zhao Haitao Zhao Zhongze Wang Jingchao Peng Zhengwei Hu 3DPC 63 3 0 28 Jan 2023
3DShape2VecSet: A 3D Shape Representation for Neural Fields and Generative Diffusion Models Biao Zhang Jiapeng Tang Matthias Niessner Peter Wonka DiffM 175 220 0 26 Jan 2023
Open Problems in Applied Deep Learning M. Raissi AI4CE 115 2 0 26 Jan 2023
Learning from Mistakes: Self-Regularizing Hierarchical Representations in Point Cloud Semantic Segmentation Elena Camuffo Umberto Michieli Simone Milani 3DPC 83 5 0 26 Jan 2023
3D Tooth Mesh Segmentation with Simplified Mesh Cell Representation Ananya Jana H. Subhash Dimitris N. Metaxas 76 6 0 25 Jan 2023
HAL3D: Hierarchical Active Learning for Fine-Grained 3D Part Labeling Fenggen Yu Yiming Qian Francisca T. Gil-Ureta Brian P. Jackson Eric P. Bennett Hao Zhang 71 3 0 25 Jan 2023
RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving Angelika Ando Spyros Gidaris Andrei Bursuc Gilles Puy Alexandre Boulch Renaud Marlet ViT 3DPC 73 79 0 24 Jan 2023
Using a Waffle Iron for Automotive Point Cloud Semantic Segmentation Gilles Puy Alexandre Boulch Renaud Marlet 3DPC 92 39 0 24 Jan 2023
DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion Qitian Wu Chenxiao Yang Wen-Long Zhao Yixuan He David Wipf Junchi Yan DiffM 109 89 0 23 Jan 2023
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer Zhijian Liu Xinyu Yang Haotian Tang Shang Yang Song Han 108 69 0 20 Jan 2023
LoCoNet: Long-Short Context Network for Active Speaker Detection Xizi Wang Feng Cheng Gedas Bertasius David J. Crandall 86 17 0 19 Jan 2023
Everything is Connected: Graph Neural Networks Petar Velickovic GNN AI4CE 109 190 0 19 Jan 2023
OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation Tong Wu Jiarui Zhang Xiao Fu Yuxin Wang Jiawei Ren ... Lei Yang Jiaqi Wang Chao Qian Dahua Lin Ziwei Liu 121 223 0 18 Jan 2023
Joint Representation Learning for Text and 3D Point Cloud Rui Huang Xuran Pan Henry Zheng Haojun Jiang Zhifeng Xie S. Song Gao Huang 88 21 0 18 Jan 2023
Long Range Pooling for 3D Large-Scale Scene Understanding Xiang-Li Li Meng-Hao Guo Tai-Jiang Mu Ralph Robert Martin Shiyong Hu 3DV 3DPC 66 2 0 17 Jan 2023
NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching Souhaib Attaiki Maks Ovsjanikov 3DPC 66 11 0 14 Jan 2023
Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly Chengzhi Wu Xuelei Bi Julius Pfrommer Alexander Cebulla Simon Mangold Jürgen Beyerer 3DPC 88 23 0 12 Jan 2023
SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-task Learning Chengzhi Wu Linxi Qiu Kanran Zhou Julius Pfrommer Jürgen Beyerer 66 1 0 11 Jan 2023
Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding Chengzhi Wu Julius Pfrommer Jürgen Beyerer Kangning Li B. Neubert 3DPC 58 2 0 11 Jan 2023
MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors Chengzhi Wu Kanran Zhou Jan-Philipp Kaiser Norbert Mitschke Jan F. Klein Julius Pfrommer Jürgen Beyerer G. Lanza M. Heizmann K. Furmans AI4CE 88 9 0 11 Jan 2023
AdaPoinTr: Diverse Point Cloud Completion with Adaptive Geometry-Aware Transformers Xumin Yu Yongming Rao Ziyi Wang Jiwen Lu Jie Zhou ViT 100 61 0 11 Jan 2023
Dynamic Local Feature Aggregation for Learning on Point Clouds Zihao Li Pan Gao Hui Yuan Ran Wei 3DPC 93 3 0 07 Jan 2023
Hierarchical Point Attention for Indoor 3D Object Detection Manli Shu Le Xue Ning Yu Roberto Martín-Martín Caiming Xiong Tom Goldstein Juan Carlos Niebles Ran Xu 3DPC 133 1 0 06 Jan 2023
Super Sparse 3D Object Detection Lue Fan Yiran Yang Feng Wang Nai-long Wang Zhaoxiang Zhang 69 33 0 05 Jan 2023
TractGraphCNN: anatomically informed graph CNN for classification using diffusion MRI tractography Yuqian Chen Fan Zhang L. Zekelman Tengfei Xue Chaoyi Zhang Yang Song N. Makris Yogesh Rathi Weidong (Tom) Cai L. O’Donnell DiffM MedIm 76 10 0 05 Jan 2023
Benchmarking the Robustness of LiDAR Semantic Segmentation Models Xu Yan Chaoda Zheng Ying Xue Zhen Li Shuguang Cui Dengxin Dai AAML 3DV 3DPC 126 21 0 03 Jan 2023
3DSGrasp: 3D Shape-Completion for Robotic Grasp S. S. Mohammadi N. Duarte D. Dimou Yiming Wang M. Taiana ... Atabak Dehban Plinio Moreno Alexandre Bernardino Alessio Del Bue J. Santos-Victor 3DPC 45 19 0 02 Jan 2023
Ponder: Point Cloud Pre-training via Neural Rendering Di Huang Sida Peng Tong He Honghui Yang Xiaowei Zhou Wanli Ouyang SSL 3DPC 109 43 0 31 Dec 2022
Rethinking Rotation Invariance with Point Cloud Registration Jianhui Yu Chaoyi Zhang Weidong (Tom) Cai 3DPC 112 7 0 31 Dec 2022
Effects of Data Geometry in Early Deep Learning Saket Tiwari George Konidaris 150 7 0 29 Dec 2022
PointVST: Self-Supervised Pre-training for 3D Point Clouds via View-Specific Point-to-Image Translation Qijian Zhang Junhui Hou 3DPC 111 10 0 29 Dec 2022
Dream3D: Zero-Shot Text-to-3D Synthesis Using 3D Shape Prior and Text-to-Image Diffusion Models Jiale Xu Xintao Wang Weihao Cheng Yan-Pei Cao Ying Shan Xiaohu Qie Shenghua Gao 260 165 0 28 Dec 2022
PersonaSAGE: A Multi-Persona Graph Neural Network G. Choudhary I. Burhanuddin Eunyee Koh F. Du Ryan Rossi 60 0 0 28 Dec 2022
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DV 3DPC 139 6 0 27 Dec 2022
Learning to Estimate 3D Human Pose from Point Cloud Yufan Zhou Haiwei Dong Abdulmotaleb El Saddik 3DH 68 31 0 25 Dec 2022
UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline Ben Fei Siyuan Huang Jiakang Yuan Botian Shi Bo Zhang Weidong Yang Min Dou Yikang Li 97 1 0 20 Dec 2022
MM-3DScene: 3D Scene Understanding by Customizing Masked Modeling with Informative-Preserved Reconstruction and Self-Distilled Consistency Mingye Xu Mutian Xu Tong He Wanli Ouyang Yali Wang Xiaoguang Han Yu Qiao 72 10 0 20 Dec 2022
Correspondence Distillation from NeRF-based GAN Yushi Lan Chen Change Loy Bo Dai 75 9 0 19 Dec 2022
GeoCode: Interpretable Shape Programs Ofek Pearl Itai Lang Yuhua Hu Raymond A. Yeh Rana Hanocka 77 14 0 19 Dec 2022
3D Point Cloud Pre-training with Knowledge Distillation from 2D Images Yuan Yao Yuanhan Zhang Zhen-fei Yin Jiebo Luo Wanli Ouyang Xiaoshui Huang 3DPC 82 10 0 17 Dec 2022
Graph Learning and Its Advancements on Large Language Models: A Holistic Survey Shaopeng Wei Yu Zhao Xingyan Chen Qing Li Fuzhen Zhuang Ji Liu Fuji Ren Gang Kou AI4CE 131 5 0 17 Dec 2022
Flattening-Net: Deep Regular 2D Representation for 3D Point Cloud Analysis Qijian Zhang Junhui Hou Y. Qian Yiming Zeng Juyong Zhang Ying He 3DPC 114 28 0 17 Dec 2022
Lightweight integration of 3D features to improve 2D image segmentation Olivier Pradelle R. Chaine D. Wendland Julie Digne 3DV 3DPC 64 2 0 16 Dec 2022