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Dynamic Graph CNN for Learning on Point Clouds
v1v2 (latest)

Dynamic Graph CNN for Learning on Point Clouds

24 January 2018
Yue Wang
Yongbin Sun
Ziwei Liu
Sanjay E. Sarma
M. Bronstein
Justin Solomon
    GNN3DPC
ArXiv (abs)PDFHTML

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

50 / 2,313 papers shown
Title
Efficient Point Transformer with Dynamic Token Aggregating for Point
  Cloud Processing
Efficient Point Transformer with Dynamic Token Aggregating for Point Cloud Processing
Dening Lu
Jun Zhou
Kyle
K. Gao
Linlin Xu
Jonathan Li
75
0
0
23 May 2024
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene
  Segmentation
3D Learnable Supertoken Transformer for LiDAR Point Cloud Scene Segmentation
Dening Lu
Jun Zhou
K. Gao
Linlin Xu
Jonathan Li
3DPCViT
68
0
0
23 May 2024
Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds
Eidos: Efficient, Imperceptible Adversarial 3D Point Clouds
Hanwei Zhang
Luo Cheng
Qisong He
Wei Huang
Renjue Li
R. Sicre
Xiaowei Huang
Holger Hermanns
Lijun Zhang
AAML
64
1
0
23 May 2024
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation
Chaokang Jiang
Dalong Du
Jiuming Liu
Siting Zhu
Zhenqiang Liu
Zhuang Ma
Zhujin Liang
Jie Zhou
83
3
0
23 May 2024
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric
  Views
EgoChoir: Capturing 3D Human-Object Interaction Regions from Egocentric Views
Yuhang Yang
Wei Zhai
Chengfeng Wang
Chengjun Yu
Yang Cao
Zheng-jun Zha
108
6
0
22 May 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention
Hugues Thomas
Yao-Hung Tsai
Tim D. Barfoot
Jian Zhang
3DPC
77
10
0
21 May 2024
GarmentDreamer: 3DGS Guided Garment Synthesis with Diverse Geometry and
  Texture Details
GarmentDreamer: 3DGS Guided Garment Synthesis with Diverse Geometry and Texture Details
Boqian Li
Xuan Li
Ying Jiang
Tianyi Xie
Feng Gao
Huamin Wang
Yin Yang
Chenfanfu Jiang
110
14
0
20 May 2024
A comprehensive overview of deep learning techniques for 3D point cloud
  classification and semantic segmentation
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation
Sushmita Sarker
Prithul Sarker
Gunner Stone
Ryan Gorman
Alireza Tavakkoli
G. Bebis
Javad Sattarvand
3DPC3DV
73
18
0
20 May 2024
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D
GeoMask3D: Geometrically Informed Mask Selection for Self-Supervised Point Cloud Learning in 3D
Ali Bahri
Moslem Yazdanpanah
Mehrdad Noori
Milad Cheraghalikhani
G. A. V. Hakim
David Osowiechi
Farzad Beizaee
Ismail Ben Ayed
Christian Desrosiers
3DPC
146
2
0
20 May 2024
Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN
  Learning Over-Fitted Features
Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features
Junpeng Zhang
Qing Li
Liang Lin
Quanshi Zhang
AI4CE
136
5
0
16 May 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from
  Point Clouds
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds
Jadie Adams
Shireen Y. Elhabian
118
0
0
15 May 2024
Perception-Inspired Graph Convolution for Music Understanding Tasks
Perception-Inspired Graph Convolution for Music Understanding Tasks
E. Karystinaios
Francesco Foscarin
Gerhard Widmer
62
1
0
15 May 2024
Variable Substitution and Bilinear Programming for Aligning Partially
  Overlapping Point Sets
Variable Substitution and Bilinear Programming for Aligning Partially Overlapping Point Sets
Wei Lian
Zhesen Cui
Fei Ma
Hang Pan
Wangmeng Zuo
95
0
0
14 May 2024
StraightPCF: Straight Point Cloud Filtering
StraightPCF: Straight Point Cloud Filtering
Dasith de Silva Edirimuni
Xuequan Lu
Gang Li
Lei Wei
A. Robles-Kelly
Hongdong Li
3DPC
77
4
0
14 May 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
Mustafa Munir
William Avery
Md Mostafijur Rahman
R. Marculescu
GNN
100
14
0
10 May 2024
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part
  Grouping
G-FARS: Gradient-Field-based Auto-Regressive Sampling for 3D Part Grouping
Junfeng Cheng
Tania Stathaki
46
1
0
10 May 2024
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object
  Relationship Graphs
GraphRelate3D: Context-Dependent 3D Object Detection with Inter-Object Relationship Graphs
Mingyu Liu
Ekim Yurtsever
Marc Brede
Jun Meng
Walter Zimmer
Xingcheng Zhou
B. L. Žagar
Yuning Cui
Alois Knoll
3DPC
69
2
0
10 May 2024
Mesh Denoising Transformer
Mesh Denoising Transformer
Wenbo Zhao
Xianming Liu
Deming Zhai
Junjun Jiang
Xiangyang Ji
AI4CE
64
0
0
10 May 2024
Learning Distributional Demonstration Spaces for Task-Specific
  Cross-Pose Estimation
Learning Distributional Demonstration Spaces for Task-Specific Cross-Pose Estimation
Jenny Wang
Octavian A. Donca
David Held
68
1
0
07 May 2024
Generated Contents Enrichment
Generated Contents Enrichment
Mahdi Naseri
Jiayan Qiu
Zhou Wang
109
0
0
06 May 2024
Millimeter Wave Radar-based Human Activity Recognition for Healthcare
  Monitoring Robot
Millimeter Wave Radar-based Human Activity Recognition for Healthcare Monitoring Robot
Zhanzhong Gu
Xiangjian He
Gengfa Fang
Chengpei Xu
Xiwei Xu
Wenjing Jia
79
3
0
03 May 2024
ESP-Zero: Unsupervised enhancement of zero-shot classification for
  Extremely Sparse Point cloud
ESP-Zero: Unsupervised enhancement of zero-shot classification for Extremely Sparse Point cloud
Jiayi Han
Zidi Cao
Weibo Zheng
Xiangguo Zhou
Xiangjian He
Yuanfang Zhang
Daisen Wei
3DPC
107
0
0
30 Apr 2024
SAGS: Structure-Aware 3D Gaussian Splatting
SAGS: Structure-Aware 3D Gaussian Splatting
Evangelos Ververas
Rolandos Alexandros Potamias
Jifei Song
Jiankang Deng
Stefanos Zafeiriou
3DGS
71
12
0
29 Apr 2024
Flow AM: Generating Point Cloud Global Explanations by Latent Alignment
Flow AM: Generating Point Cloud Global Explanations by Latent Alignment
Hanxiao Tan
55
1
0
29 Apr 2024
SCorP: Statistics-Informed Dense Correspondence Prediction Directly from
  Unsegmented Medical Images
SCorP: Statistics-Informed Dense Correspondence Prediction Directly from Unsegmented Medical Images
Krithika S. Iyer
Jadie Adams
Shireen Y. Elhabian
MedIm
64
4
0
27 Apr 2024
Deep Models for Multi-View 3D Object Recognition: A Review
Deep Models for Multi-View 3D Object Recognition: A Review
M. Alzahrani
Muhammad Usman
S. Jarraya
Saeed Anwar
Tarek Helmy
36
8
0
23 Apr 2024
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition
X-3D: Explicit 3D Structure Modeling for Point Cloud Recognition
Shuofeng Sun
Yongming Rao
Jiwen Lu
Haibin Yan
90
8
0
23 Apr 2024
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State
  Space Model
Mamba3D: Enhancing Local Features for 3D Point Cloud Analysis via State Space Model
Xu Han
Yuan Tang
Zhaoxuan Wang
Xianzhi Li
86
30
0
23 Apr 2024
G3R: Generating Rich and Fine-grained mmWave Radar Data from 2D Videos
  for Generalized Gesture Recognition
G3R: Generating Rich and Fine-grained mmWave Radar Data from 2D Videos for Generalized Gesture Recognition
Kaikai Deng
Dong Zhao
Wenxin Zheng
Yue Ling
Kangwen Yin
Huadong Ma
67
1
0
23 Apr 2024
CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against
  Backdoor Attacks via Spatial Partitioning and Ensemble Prediction
CloudFort: Enhancing Robustness of 3D Point Cloud Classification Against Backdoor Attacks via Spatial Partitioning and Ensemble Prediction
Wenhao Lan
Yijun Yang
Haihua Shen
Sha Li
3DPC
82
0
0
22 Apr 2024
PointDifformer: Robust Point Cloud Registration With Neural Diffusion
  and Transformer
PointDifformer: Robust Point Cloud Registration With Neural Diffusion and Transformer
Rui She
Qiyu Kang
Sijie Wang
Wee Peng Tay
Kai Zhao
Yang Song
Tianyu Geng
Yi Xu
Diego Navarro Navarro
Andreas Hartmannsgruber
3DPCDiffM
99
15
0
22 Apr 2024
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned
  Geometry Codec for Large-Scale Point Cloud Scenes
Pointsoup: High-Performance and Extremely Low-Decoding-Latency Learned Geometry Codec for Large-Scale Point Cloud Scenes
Kang-Soo You
Kai Liu
Li Yu
Pan Gao
Dandan Ding
3DPC
67
6
0
21 Apr 2024
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
Ben Eisner
Yi Yang
Todor Davchev
Mel Vecerík
Jonathan Scholz
David Held
86
13
0
20 Apr 2024
GRANOLA: Adaptive Normalization for Graph Neural Networks
GRANOLA: Adaptive Normalization for Graph Neural Networks
Moshe Eliasof
Beatrice Bevilacqua
Carola-Bibiane Schönlieb
Haggai Maron
112
5
0
20 Apr 2024
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets
A Hybrid Generative and Discriminative PointNet on Unordered Point Sets
Yang Ye
Shihao Ji
PINN3DPC
75
0
0
19 Apr 2024
PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for
  Tree Species Classification in Monospecific Forests
PureForest: A Large-Scale Aerial Lidar and Aerial Imagery Dataset for Tree Species Classification in Monospecific Forests
Charles Gaydon
Floryne Roche
95
4
0
18 Apr 2024
VG4D: Vision-Language Model Goes 4D Video Recognition
VG4D: Vision-Language Model Goes 4D Video Recognition
Zhichao Deng
Xiangtai Li
Xia Li
Yunhai Tong
Shen Zhao
Mengyuan Liu
3DPC
65
7
0
17 Apr 2024
MMCBE: Multi-modality Dataset for Crop Biomass Estimation and Beyond
MMCBE: Multi-modality Dataset for Crop Biomass Estimation and Beyond
Xuesong Li
Zeeshan Hayder
Ali Zia
Connor Cassidy
Shiming Liu
W. Stiller
Eric A. Stone
Warren C. Conaty
Lars Petersson
V. Rolland
28
0
0
17 Apr 2024
GaitPoint+: A Gait Recognition Network Incorporating Point Cloud
  Analysis and Recycling
GaitPoint+: A Gait Recognition Network Incorporating Point Cloud Analysis and Recycling
Huantao Ren
Jiajing Chen
Senem Velipasalar
3DPCCVBM
129
1
0
16 Apr 2024
Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn
  Classification without Labels
Cross-Modal Self-Training: Aligning Images and Pointclouds to Learn Classification without Labels
Amaya Dharmasiri
Muzammal Naseer
Salman Khan
Fahad Shahbaz Khan
VLM3DPC
63
1
0
15 Apr 2024
Zero-shot detection of buildings in mobile LiDAR using Language Vision
  Model
Zero-shot detection of buildings in mobile LiDAR using Language Vision Model
June Moh Goo
Zichao Zeng
Jan Boehm
97
2
0
15 Apr 2024
VideoSAGE: Video Summarization with Graph Representation Learning
VideoSAGE: Video Summarization with Graph Representation Learning
Jose M. Rojas Chaves
Subarna Tripathi
72
3
0
14 Apr 2024
Any2Point: Empowering Any-modality Large Models for Efficient 3D
  Understanding
Any2Point: Empowering Any-modality Large Models for Efficient 3D Understanding
Yiwen Tang
Ray Zhang
Jiaming Liu
Zoey Guo
Dong Wang
...
Bin Zhao
Shanghang Zhang
Peng Gao
Hongsheng Li
Xuelong Li
97
13
0
11 Apr 2024
Graph Neural Networks Automated Design and Deployment on Device-Edge
  Co-Inference Systems
Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems
Ao Zhou
Jianlei Yang
Tong Qiao
Yingjie Qi
Zhi Yang
Weisheng Zhao
Chunming Hu
GNN
57
2
0
08 Apr 2024
Graph Neural Networks for Binary Programming
Graph Neural Networks for Binary Programming
Moshe Eliasof
Eldad Haber
GNN
94
0
0
07 Apr 2024
Neural-ABC: Neural Parametric Models for Articulated Body with Clothes
Neural-ABC: Neural Parametric Models for Articulated Body with Clothes
Honghu Chen
Yuxin Yao
Juyong Zhang
AI4CE
87
6
0
06 Apr 2024
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D
  Scene Segmentation
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation
Xiangyang Zhu
Renrui Zhang
Bowei He
Ziyu Guo
Jiaming Liu
Han Xiao
Chaoyou Fu
Hao Dong
Peng Gao
3DPC
124
12
0
05 Apr 2024
APC2Mesh: Bridging the gap from occluded building façades to full 3D
  models
APC2Mesh: Bridging the gap from occluded building façades to full 3D models
Perpetual Hope Akwensi
Akshay Bharadwaj
Ruisheng Wang
3DPCAI4CE
82
4
0
03 Apr 2024
A Linear Time and Space Local Point Cloud Geometry Encoder via
  Vectorized Kernel Mixture (VecKM)
A Linear Time and Space Local Point Cloud Geometry Encoder via Vectorized Kernel Mixture (VecKM)
Dehao Yuan
Cornelia Fermuller
Tahseen Rabbani
Furong Huang
Yiannis Aloimonos
3DPC
58
5
0
02 Apr 2024
SUGAR: Pre-training 3D Visual Representations for Robotics
SUGAR: Pre-training 3D Visual Representations for Robotics
Shizhe Chen
Ricardo Garcia Pinel
Ivan Laptev
Cordelia Schmid
105
16
0
01 Apr 2024
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