Dynamic Graph CNN for Learning on Point Clouds

24 January 2018

Yue Wang

Papers citing "Dynamic Graph CNN for Learning on Point Clouds"

50 / 850 papers shown

Title
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 37 1 0 06 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 21 8 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 28 19 0 03 Jan 2023
Ponder: Point Cloud Pre-training via Neural Rendering Di Huang Sida Peng Tong He Honghui Yang Xiaowei Zhou Wanli Ouyang SSL 3DPC 39 41 0 31 Dec 2022
Effects of Data Geometry in Early Deep Learning Saket Tiwari George Konidaris 74 7 0 29 Dec 2022
PersonaSAGE: A Multi-Persona Graph Neural Network G. Choudhary I. Burhanuddin Eunyee Koh F. Du Ryan A. Rossi 14 0 0 28 Dec 2022
MVTN: Learning Multi-View Transformations for 3D Understanding Abdullah Hamdi Faisal AlZahrani Silvio Giancola Guohao Li 3DPC 3DV 34 6 0 27 Dec 2022
Learning to Estimate 3D Human Pose from Point Cloud Yufan Zhou Haiwei Dong Abdulmotaleb El Saddik 3DH 28 31 0 25 Dec 2022
Correspondence Distillation from NeRF-based GAN Yushi Lan Chen Change Loy Bo Dai 35 9 0 19 Dec 2022
GeoCode: Interpretable Shape Programs Ofek Pearl Itai Lang Yuhua Hu Raymond A. Yeh Rana Hanocka 35 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 29 10 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 40 24 0 17 Dec 2022
Lightweight integration of 3D features to improve 2D image segmentation Olivier Pradelle R. Chaine D. Wendland Julie Digne 3DV 3DPC 30 2 0 16 Dec 2022
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning? Runpei Dong Zekun Qi Linfeng Zhang Junbo Zhang Jian‐Yuan Sun Zheng Ge Li Yi Kaisheng Ma ViT 3DPC 29 84 0 16 Dec 2022
Learning 3D Representations from 2D Pre-trained Models via Image-to-Point Masked Autoencoders Renrui Zhang Liuhui Wang Yu Qiao Peng Gao Hongsheng Li 3DPC 41 125 0 13 Dec 2022
Implicit Convolutional Kernels for Steerable CNNs Maksim Zhdanov Nico Hoffmann Gabriele Cesa 32 6 0 12 Dec 2022
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud Yachao Zhang Zhonghao Li Yuan Xie Yanyun Qu Cuihua Li Tao Mei 3DPC 24 94 0 09 Dec 2022
EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder Xiaoshui Huang Zhou Huang Shengjia Li Wentao Qu Tong He Yuenan Hou Yifan Zuo Wanli Ouyang 13 11 0 08 Dec 2022
Attention-Enhanced Cross-modal Localization Between 360 Images and Point Clouds Zhipeng Zhao Huai Yu Chenwei Lyv Wen Yang Sebastian Scherer 3DPC 30 3 0 06 Dec 2022
A Geometric-Relational Deep Learning Framework for BIM Object Classification Hairong Luo G. Gao Han Huang Zi-Yi Ke Cheng Peng M. Gu AI4CE 8 3 0 02 Dec 2022
Leveraging Single-View Images for Unsupervised 3D Point Cloud Completion Lintai Wu Qijian Zhang Junhui Hou Yong-mei Xu 3DPC 38 7 0 01 Dec 2022
Effective Utilisation of Multiple Open-Source Datasets to Improve Generalisation Performance of Point Cloud Segmentation Models Matthew Howe Boris Repasky Timothy Payne 3DPC 22 0 0 29 Nov 2022
Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization Stefan Stojanov Anh Thai Zixuan Huang James M. Rehg 31 1 0 28 Nov 2022
Meta Architecture for Point Cloud Analysis Haojia Lin Xiawu Zheng Lijiang Li Rongrong Ji Sha Wang Yan Wang Yonghong Tian Rongrong Ji 3DPC 25 45 0 26 Nov 2022
TetraSphere: A Neural Descriptor for O(3)-Invariant Point Cloud Analysis Pavlo Melnyk Andreas Robinson M. Felsberg Maarten Wadenback 3DPC 23 2 0 26 Nov 2022
CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion Jinfeng Xu Xianzhi Li Yuan Tang Qiao Yu Yixue Hao Long Hu Min Chen 3DPC 30 13 0 24 Nov 2022
ONeRF: Unsupervised 3D Object Segmentation from Multiple Views Sheng-Ming Liang Yichen Liu Shangzhe Wu Yu-Wing Tai Chi-Keung Tang 28 7 0 22 Nov 2022
PointCMC: Cross-Modal Multi-Scale Correspondences Learning for Point Cloud Understanding Honggu Zhou Xiaogang Peng Jiawei Mao Zizhao Wu Ming Zeng 3DPC 14 3 0 22 Nov 2022
Adaptive Edge-to-Edge Interaction Learning for Point Cloud Analysis Shanshan Zhao Biwei Huang Xi Li Dacheng Tao 3DPC 20 0 0 20 Nov 2022
PartCom: Part Composition Learning for 3D Open-Set Recognition Tingyu Weng Junhao Xiao Haiyong Jiang 3DPC 13 3 0 20 Nov 2022
LidarGait: Benchmarking 3D Gait Recognition with Point Clouds Chuanfu Shen Chao Fan Wei Wu Rui Wang George Q. Huang Shiqi Yu CVBM 13 43 0 19 Nov 2022
Do graph neural networks learn traditional jet substructure? Farouk Mokhtar Raghav Kansal Javier Mauricio Duarte GNN 34 11 0 17 Nov 2022
3DLatNav: Navigating Generative Latent Spaces for Semantic-Aware 3D Object Manipulation Amaya Dharmasiri Dinithi Dissanayake Mohamed Afham Isuru Dissanayake Ranga Rodrigo Kanchana Thilakarathna 3DPC 28 0 0 17 Nov 2022
TAX-Pose: Task-Specific Cross-Pose Estimation for Robot Manipulation Chuer Pan Brian Okorn Harry Zhang Ben Eisner David Held 27 57 0 17 Nov 2022
PointInverter: Point Cloud Reconstruction and Editing via a Generative Model with Shape Priors Jaeyeon Kim Binh-Son Hua D. Nguyen Sai-Kit Yeung 3DPC 26 7 0 16 Nov 2022
Point-DAE: Denoising Autoencoders for Self-supervised Point Cloud Learning Yabin Zhang Jiehong Lin Ruihuang Li Kui Jia Lei Zhang 3DPC 22 6 0 13 Nov 2022
Equivariance with Learned Canonicalization Functions Sekouba Kaba Arnab Kumar Mondal Yan Zhang Yoshua Bengio Siamak Ravanbakhsh 44 62 0 11 Nov 2022
A Benchmark for Out of Distribution Detection in Point Cloud 3D Semantic Segmentation Lokesh Veeramacheneni Matias Valdenegro-Toro 3DPC UQCV 22 2 0 11 Nov 2022
GET-DIPP: Graph-Embedded Transformer for Differentiable Integrated Prediction and Planning Jiawei Sun Chengran Yuan Shuo Sun Zhiyang Liu Terence Goh A. Wong K. P. Tee M. Ang 28 6 0 11 Nov 2022
What's the Situation with Intelligent Mesh Generation: A Survey and Perspectives Na Lei Zezeng Li Zebin Xu Ying Li X. Gu AI4CE 19 20 0 11 Nov 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 35 32 0 07 Nov 2022
PCQA-GRAPHPOINT: Efficients Deep-Based Graph Metric For Point Cloud Quality Assessment Marouane Tliba A. Chetouani G. Valenzise Frederic Dufaux 3DPC 16 14 0 04 Nov 2022
Improving transferability of 3D adversarial attacks with scale and shear transformations Jinali Zhang Yinpeng Dong Junyi Zhu Jihong Zhu Minchi Kuang Xiaming Yuan 3DPC 29 17 0 02 Nov 2022
Teacher-Student Network for 3D Point Cloud Anomaly Detection with Few Normal Samples Jianjian Qin Chunzhi Gu Junzhou Yu Chaoxi Zhang 3DPC 26 12 0 31 Oct 2022
SL3D: Self-supervised-Self-labeled 3D Recognition Fernando Julio Cendra Lan Ma Jiajun Shen Xiaojuan Qi 3DPC 32 3 0 30 Oct 2022
Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis Bach Tran Binh-Son Hua Anh Tran Minh Hoai 3DPC 36 7 0 28 Oct 2022
Training Graph Neural Networks on Growing Stochastic Graphs J. Cerviño Luana Ruiz Alejandro Ribeiro GNN 11 8 0 27 Oct 2022
Point-Voxel Adaptive Feature Abstraction for Robust Point Cloud Classification Lifa Zhu Changwei Lin Cheng Zheng Ninghua Yang 3DPC 45 3 0 27 Oct 2022
Li3DeTr: A LiDAR based 3D Detection Transformer Gopi Krishna Erabati Helder Araújo ViT 3DPC 113 13 0 27 Oct 2022
Incongruity Detection between Bangla News Headline and Body Content through Graph Neural Network Md Aminul Haque Palash A. Khan Kawsarul Islam Md Abdullah Al Nasim Ryan Mohammad Bin Shahjahan CVBM 16 2 0 26 Oct 2022