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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
Refine-Net: Normal Refinement Neural Network for Noisy Point Clouds Haoran Zhou Honghua Chen Yingkui Zhang Mingqiang Wei H. Xie Jun Wang Tong Lu J. Qin Xiao-Ping Zhang 3DPC 81 41 0 23 Mar 2022
DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers Yan Yang Zakir Hossain Khan Asif Liyuan Pan Shafin Rahman Eric A. Stone 24 5 0 23 Mar 2022
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions Pan He Patrick Emami Sanjay Ranka Anand Rangarajan 3DPC 69 8 0 23 Mar 2022
Learning to Censor by Noisy Sampling Ayush Chopra Abhinav Java Abhishek Singh Vivek Sharma Ramesh Raskar 3DPC 48 0 0 23 Mar 2022
Graph Neural Networks in Particle Physics: Implementations, Innovations, and Challenges S. Thais P. Calafiura G. Chachamis G. Dezoort Javier Mauricio Duarte S. Ganguly Michael Kagan D. Murnane Mark S. Neubauer K. Terao PINN AI4CE 121 31 0 23 Mar 2022
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment Yiming Zeng Y. Qian Qijian Zhang Junhui Hou Yixuan Yuan Ying He 3DPC 56 18 0 22 Mar 2022
Masked Discrimination for Self-Supervised Learning on Point Clouds Haotian Liu Mu Cai Yong Jae Lee 3DPC 126 172 0 21 Mar 2022
Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds Yifan Zhang Qingyong Hu Guoquan Xu Yanxin Ma Jia-Hui Wan Yulan Guo 3DPC 97 276 0 21 Mar 2022
No Pain, Big Gain: Classify Dynamic Point Cloud Sequences with Static Models by Fitting Feature-level Space-time Surfaces Jianqi Zhong Kaichen Zhou Qingyong Hu Bing Wang Niki Trigoni Andrew Markham 3DPC 101 23 0 21 Mar 2022
Depth Completion using Geometry-Aware Embedding Wenchao Du Hu Chen Hong-ling Yang Yan Zhang 3DV 3DPC MDE 95 31 0 21 Mar 2022
Upsampling Autoencoder for Self-Supervised Point Cloud Learning Cheng Zhang Jian Shi X. Deng Zizhao Wu 3DPC 100 8 0 21 Mar 2022
FUTR3D: A Unified Sensor Fusion Framework for 3D Detection Xuanyao Chen Tianyuan Zhang Yue Wang Yilun Wang Hang Zhao 3DPC 107 236 0 20 Mar 2022
Representation-Agnostic Shape Fields Xiaoyang Huang Jiancheng Yang Yanjun Wang Ziyu Chen Linguo Li Teng Li Bingbing Ni Wenjun Zhang 63 7 0 19 Mar 2022
Unsupervised Learning of 3D Semantic Keypoints with Mutual Reconstruction Haocheng Yuan Chen Zhao Shichao Fan Jiaxi Jiang Jiaqi Yang 3DV 3DPC 36 6 0 19 Mar 2022
Completing Partial Point Clouds with Outliers by Collaborative Completion and Segmentation Changfeng Ma Yang Yang Jie Guo Chongjun Wang Yan Guo 3DPC 81 3 0 18 Mar 2022
Visualizing Global Explanations of Point Cloud DNNs Hanxiao Tan 3DPC 93 8 0 17 Mar 2022
TO-Scene: A Large-scale Dataset for Understanding 3D Tabletop Scenes Mutian Xu P. Chen Haolin Liu Xiaoguang Han 3DPC LM&Ro 75 11 0 17 Mar 2022
Deep Point Cloud Simplification for High-quality Surface Reconstruction Yuanqi Li Jianwei Guo Xinran Yang Shun Liu Jie Guo Xiaopeng Zhang Yanwen Guo 3DPC 123 2 0 17 Mar 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 101 65 0 17 Mar 2022
Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation Ngoc-Vuong Ho Tan H. Nguyen Gia-Han Diep Ngan Le Binh-Son Hua 3DPC 80 24 0 16 Mar 2022
Deep vanishing point detection: Geometric priors make dataset variations vanish Yancong Lin R. Wiersma S. Pintea Klaus Hildebrandt E. Eisemann Jan van Gemert AAML 3DPC 88 24 0 16 Mar 2022
OcclusionFusion: Occlusion-aware Motion Estimation for Real-time Dynamic 3D Reconstruction Wen-Yan Lin Chengwei Zheng Jun-hai Yong F. Xu 3DH 96 35 0 15 Mar 2022
$Variational inference of fractional Brownian motion with linear computational complexity$ Variational inference of fractional Brownian motion with linear computational complexity Hippolyte Verdier Franccois Laurent Alhassan Cassé Christian L. Vestergaard Jean-Baptiste Masson 196 8 0 15 Mar 2022
Supervised Contrastive Learning with Structure Inference for Graph Classification Hao Jia Junzhong Ji Minglong Lei 75 11 0 15 Mar 2022
Energy-efficient Dense DNN Acceleration with Signed Bit-slice Architecture Dongseok Im Gwangtae Park Zhiyong Li Junha Ryu H. Yoo MQ 24 0 0 15 Mar 2022
LiDAR-based 4D Panoptic Segmentation via Dynamic Shifting Network Fangzhou Hong Hui Zhou Xinge Zhu Hongsheng Li Ziwei Liu 3DPC 110 9 0 14 Mar 2022
Revisiting Deep Semi-supervised Learning: An Empirical Distribution Alignment Framework and Its Generalization Bound Feiyu Wang Qin Wang Wen Li Dong Xu Luc Van Gool 56 5 0 13 Mar 2022
Masked Autoencoders for Point Cloud Self-supervised Learning Yatian Pang Wenxiao Wang Francis E. H. Tay Wen Liu Yonghong Tian Liuliang Yuan 3DPC ViT 117 484 0 13 Mar 2022
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Xueyi Liu Xiaomeng Xu Anyi Rao Chuang Gan L. Yi 3DPC 111 15 0 13 Mar 2022
Leveraging universality of jet taggers through transfer learning F. Dreyer Radoslaw Grabarczyk P. Monni 63 18 0 11 Mar 2022
PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows Aihua Mao Zihui Du Yu-Hui Wen Jun-ying Xuan Yang Liu 61 28 0 11 Mar 2022
AI-enabled Automatic Multimodal Fusion of Cone-Beam CT and Intraoral Scans for Intelligent 3D Tooth-Bone Reconstruction and Clinical Applications Jin Hao Jiaxiang Liu Jin Li Wei Pan Rui-Xue Chen ... Hui-Dong Wu Youyi Zheng B. Fang Zuo-Qiang Liu Zhihe Zhao 64 4 0 11 Mar 2022
Contrastive Boundary Learning for Point Cloud Segmentation Liyao Tang Yibing Zhan Zhe Chen Baosheng Yu Dacheng Tao 3DPC 96 105 0 10 Mar 2022
MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes Yang Jiao Shaoxiang Chen Zequn Jie Wenke Huang Lin Ma Yu-Gang Jiang 3DPC 115 48 0 10 Mar 2022
SkinningNet: Two-Stream Graph Convolutional Neural Network for Skinning Prediction of Synthetic Characters Albert Mosella-Montoro Javier Ruiz-Hidalgo 3DH 184 16 0 09 Mar 2022
Shape-invariant 3D Adversarial Point Clouds Qidong Huang Xiaoyi Dong Dongdong Chen Hang Zhou Weiming Zhang Nenghai Yu 3DPC 91 73 0 08 Mar 2022
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation Robin Wang Yibo Yang Dacheng Tao 3DPC 119 18 0 08 Mar 2022
Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain Gap Yuxiao Chen Zihao Wang Longkun Zou Ke Chen Kui Jia 3DPC 71 10 0 08 Mar 2022
Multivariate Time Series Forecasting with Latent Graph Inference Victor Garcia Satorras Syama Sundar Rangapuram Tim Januschowski AI4TS 94 30 0 07 Mar 2022
Towards Self-Supervised Category-Level Object Pose and Size Estimation Yisheng He Haoqiang Fan Haibin Huang Qifeng Chen Jian Sun 93 17 0 06 Mar 2022
Thermodynamics-informed graph neural networks Quercus Hernandez Alberto Badías Francisco Chinesta Elías Cueto AI4CE PINN 92 32 0 03 Mar 2022
SegTAD: Precise Temporal Action Detection via Semantic Segmentation Chen Zhao Merey Ramazanova Mengmeng Xu Guohao Li 43 7 0 03 Mar 2022
SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim Tung M. Luu Xuan Thanh Nguyen Chang D. Yoo 3DPC 81 242 0 03 Mar 2022
A Unified Query-based Paradigm for Point Cloud Understanding Zetong Yang Li Jiang Yanan Sun Bernt Schiele Jiaya Jia 3DPC 115 39 0 02 Mar 2022
A Simple and Universal Rotation Equivariant Point-cloud Network Ben Finkelshtein Chaim Baskin Haggai Maron Nadav Dym 3DPC 112 15 0 02 Mar 2022
ParaPose: Parameter and Domain Randomization Optimization for Pose Estimation using Synthetic Data Frederik Hagelskjær A. Buch OOD 76 9 0 02 Mar 2022
PUFA-GAN: A Frequency-Aware Generative Adversarial Network for 3D Point Cloud Upsampling Hao Liu Hui Yuan Junhui Hou R. Hamzaoui Wei Gao 3DPC 63 85 0 02 Mar 2022
3DCTN: 3D Convolution-Transformer Network for Point Cloud Classification Dening Lu Qian Xie Linlin Xu Jonathan Li 3DV 81 71 0 02 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding Mohamed Afham Isuru Dissanayake Dinithi Dissanayake Amaya Dharmasiri Kanchana Thilakarathna Ranga Rodrigo 3DPC 101 264 0 01 Mar 2022
Descriptellation: Deep Learned Constellation Descriptors Chunwei Xing Xinyu Sun Andrei Cramariuc Samuel Gull Jen Jen Chung Cesar Cadena Roland Siegwart Florian Tschopp 63 1 0 01 Mar 2022