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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"

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Title
NeRD++: Improved 3D-mirror symmetry learning from a single image Yancong Lin S. Pintea Jan van Gemert 51 2 0 23 Dec 2021
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? Ziwei Zhang Xin Eric Wang Zeyang Zhang Peng Cui Wenwu Zhu 3DPC 56 6 0 23 Dec 2021
SAMCNet for Spatial-configuration-based Classification: A Summary of Results Majid Farhadloo Carl Molnar Gaoxiang Luo Yuante Li Shashi Shekhar Rachel L. G. Maus Svetomir N. Markovic Raymond Moore Alexey A. Leontovich 21 0 0 22 Dec 2021
Multi-View Partial (MVP) Point Cloud Challenge 2021 on Completion and Registration: Methods and Results Liang Pan Tong Wu Zhongang Cai Ziwei Liu Xumin Yu ... Dongrui Liu Xin Li Francisco Gómez Fernández Qinlong Wang Yang Yang 3DPC 60 12 0 22 Dec 2021
High-Fidelity Point Cloud Completion with Low-Resolution Recovery and Noise-Aware Upsampling Ren Li Bo Wang Cuiping Li Ling-Xiao Zhang Lin Gao 56 9 0 21 Dec 2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing Dishanika Denipitiyage Vinoj Jayasundara Ranga Rodrigo Chamira U. S. Edussooriya 3DPC 66 6 0 21 Dec 2021
One Sketch for All: One-Shot Personalized Sketch Segmentation Anran Qi Yulia Gryaditskaya Tao Xiang Yi-Zhe Song 77 17 0 20 Dec 2021
DeepUME: Learning the Universal Manifold Embedding for Robust Point Cloud Registration Natalie Lang J. Francos 3DPC 47 10 0 18 Dec 2021
Neuromorphic Camera Denoising using Graph Neural Network-driven Transformers Yusra Alkendi Rana Azzam Abdulla Ayyad S. Javed Lakmal Seneviratne Yahya Zweiri ViT 86 36 0 17 Dec 2021
Dynamics-aware Adversarial Attack of 3D Sparse Convolution Network An Tao Yueqi Duan He Wang Ziyi Wu Pengliang Ji Haowen Sun Jie Zhou Jiwen Lu 160 1 0 17 Dec 2021
Domain Adaptation on Point Clouds via Geometry-Aware Implicits Yuefan Shen Yanchao Yang Mi Yan He Wang Youyi Zheng Leonidas Guibas 3DPC 84 45 0 17 Dec 2021
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering Yiqi Wang Chaozhuo Li Zheng Liu Mingzheng Li Jiliang Tang Xing Xie Lei Chen Philip S. Yu 70 23 0 14 Dec 2021
DeepDiffusion: Unsupervised Learning of Retrieval-adapted Representations via Diffusion-based Ranking on Latent Feature Manifold T. Furuya Ryutarou Ohbuchi DiffM 76 1 0 14 Dec 2021
Graph network for learning bi-directional physics Sakthi Kumar Arul Prakash Conrad S. Tucker PINN AI4CE 54 2 0 13 Dec 2021
DenseGAP: Graph-Structured Dense Correspondence Learning with Anchor Points Zhengfei Kuang Jiaman Li Mingming He Tong Wang Yajie Zhao 71 16 0 13 Dec 2021
Anomaly Crossing: New Horizons for Video Anomaly Detection as Cross-domain Few-shot Learning Guangyu Sun Zhangpu Liu Lianggong Wen Jing Shi Chenliang Xu 76 3 0 12 Dec 2021
Attention-based Transformation from Latent Features to Point Clouds Kaiyi Zhang Ximing Yang Yuan Wu Cheng Jin 3DPC 77 19 0 10 Dec 2021
Self-Ensemling for 3D Point Cloud Domain Adaption Qing Li Xiaojiang Peng Chuan Yan Pan Gao Qi Hao 3DPC 87 1 0 10 Dec 2021
Road Extraction from Overhead Images with Graph Neural Networks Gaétan Bahl Mehdi Bahri Florent Lafarge 89 5 0 09 Dec 2021
Progressive Seed Generation Auto-encoder for Unsupervised Point Cloud Learning Juyoung Yang Pyunghwan Ahn Doyeon Kim Haeil Lee Junmo Kim 3DPC 71 21 0 09 Dec 2021
PRA-Net: Point Relation-Aware Network for 3D Point Cloud Analysis Shuyang Cheng Xiwu Chen Xinwei He Yanfeng Guo X. Bai 3DPC 94 140 0 09 Dec 2021
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 81 32 0 09 Dec 2021
BACON: Band-limited Coordinate Networks for Multiscale Scene Representation David B. Lindell Dave Van Veen Jeong Joon Park Gordon Wetzstein 105 152 0 09 Dec 2021
Unimodal Face Classification with Multimodal Training Wen-Chih Teng Chongyang Bai CVBM 3DH 18 4 0 08 Dec 2021
Neural Points: Point Cloud Representation with Neural Fields for Arbitrary Upsampling Wanquan Feng Jin Li Hongrui Cai Xiaonan Luo Juyong Zhang 3DPC 80 69 0 08 Dec 2021
GreenPCO: An Unsupervised Lightweight Point Cloud Odometry Method Pranav Kadam Min Zhang Jiahao Gu Shan Liu C.-C. Jay Kuo 3DPC 84 4 0 08 Dec 2021
Adaptive Channel Encoding for Point Cloud Analysis Guoquan Xu Hezhi Cao Yifan Zhang Jianwei Wan Ke Xu Yanxin Ma 3DPC 35 0 0 05 Dec 2021
Adaptive Channel Encoding Transformer for Point Cloud Analysis Guoquan Xu Hezhi Cao Cong Zhang Yanxin Ma Jianwei Wan Ke Xu ViT 51 3 0 05 Dec 2021
Fast Graph Neural Tangent Kernel via Kronecker Sketching Shunhua Jiang Yunze Man Zhao Song Zheng Yu Danyang Zhuo 96 6 0 04 Dec 2021
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Tengjiao Wang Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 271 453 0 04 Dec 2021
Mesh Convolution with Continuous Filters for 3D Surface Parsing Huan Lei Naveed Akhtar M. Shah Ajmal Mian 3DPC 115 10 0 03 Dec 2021
Fully automatic integration of dental CBCT images and full-arch intraoral impressions with stitching error correction via individual tooth segmentation and identification T. Jang Hye Sun Yun Chang Min Hyun Jong-Eun Kim Sang-Hwy Lee J.K. Seo 3DV 52 19 0 03 Dec 2021
Frame Averaging for Equivariant Shape Space Learning Matan Atzmon Koki Nagano Sanja Fidler S. Khamis Y. Lipman FedML 82 13 0 03 Dec 2021
Structure-Aware Multi-Hop Graph Convolution for Graph Neural Networks Yang Li Yuichi Tanaka 41 3 0 03 Dec 2021
Learning Spatial-Temporal Graphs for Active Speaker Detection Sourya Roy Kyle Min Subarna Tripathi T. Guha Somdeb Majumdar 69 3 0 02 Dec 2021
Putting 3D Spatially Sparse Networks on a Diet Junha Lee Chris Choy Jaesik Park 3DV 84 3 0 02 Dec 2021
CloudWalker: Random walks for 3D point cloud shape analysis Adi Mesika Yizhak Ben-Shabat A. Tal 3DPC 61 9 0 02 Dec 2021
VoRTX: Volumetric 3D Reconstruction With Transformers for Voxelwise View Selection and Fusion Noah Stier Alex Rich P. Sen Tobias Höllerer ViT 73 57 0 01 Dec 2021
3DVNet: Multi-View Depth Prediction and Volumetric Refinement Alex Rich Noah Stier P. Sen Tobias Höllerer 3DV MDE 41 30 0 01 Dec 2021
3D Photo Stylization: Learning to Generate Stylized Novel Views from a Single Image Fangzhou Mu Jian Wang Yichen Wu Yin Li DiffM 3DH 103 48 0 30 Nov 2021
Robust Partial-to-Partial Point Cloud Registration in a Full Range Liang Pan Zhongang Cai Ziwei Liu 3DPC 78 22 0 30 Nov 2021
CT-block: a novel local and global features extractor for point cloud Shangwei Guo Jun Li Zhengchao Lai Xiantong Meng Shaokun Han ViT 3DPC 39 2 0 30 Nov 2021
Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding Abdullah Hamdi Silvio Giancola Guohao Li 3DPC 72 24 0 30 Nov 2021
Point-BERT: Pre-training 3D Point Cloud Transformers with Masked Point Modeling Xumin Yu Lulu Tang Yongming Rao Tiejun Huang Jie Zhou Jiwen Lu 3DPC 176 692 0 29 Nov 2021
3D Compositional Zero-shot Learning with DeCompositional Consensus Muhammad Ferjad Naeem Evin Pınar Örnek Yongqin Xian Luc Van Gool Federico Tombari 3DPC 3DV 139 18 0 29 Nov 2021
diffConv: Analyzing Irregular Point Clouds with an Irregular View Manxi Lin Aasa Feragen GNN 3DPC 68 11 0 29 Nov 2021
Understanding over-squashing and bottlenecks on graphs via curvature Jake Topping Francesco Di Giovanni B. Chamberlain Xiaowen Dong M. Bronstein 195 451 0 29 Nov 2021
PAPooling: Graph-based Position Adaptive Aggregation of Local Geometry in Point Clouds Jie Wang Jianan Li Lihe Ding Ying Wang Tingfa Xu 3DPC 53 4 0 28 Nov 2021
POEM: 1-bit Point-wise Operations based on Expectation-Maximization for Efficient Point Cloud Processing Sheng Xu Yanjing Li Junhe Zhao Baochang Zhang Guodong Guo 3DPC 57 8 0 26 Nov 2021
AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020 Jin Xu Mingjian Chen Jianqiang Huang Xingyuan Tang Ke Hu Jian Li Jia Cheng Jun Lei 63 2 0 25 Nov 2021