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SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels
v1v2 (latest)

SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels

24 November 2017
Matthias Fey
J. E. Lenssen
F. Weichert
H. Müller
    3DPC
ArXiv (abs)PDFHTML

Papers citing "SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels"

50 / 237 papers shown
An Exploration of Conditioning Methods in Graph Neural Networks
An Exploration of Conditioning Methods in Graph Neural Networks
Yeskendir Koishekenov
Erik J. Bekkers
AI4CE
231
3
0
03 May 2023
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific
  Camera Parameters
Differentiable Sensor Layouts for End-to-End Learning of Task-Specific Camera Parameters
Hendrik Sommerhoff
Shashank Agnihotri
Mohamed Saleh
Michael Moeller
Margret Keuper
A. Kolb
3DV
225
8
0
28 Apr 2023
Sharper rates of convergence for the tensor graphical Lasso estimator
Sharper rates of convergence for the tensor graphical Lasso estimatorInternational Symposium on Information Theory (ISIT), 2023
Shuheng Zhou
Kristjan Greenewald
300
0
0
02 Apr 2023
Link Prediction for Flow-Driven Spatial Networks
Link Prediction for Flow-Driven Spatial NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Bastian Wittmann
Johannes C. Paetzold
Chinmay Prabhakar
Daniel Rueckert
Bjoern Menze
GNN
220
10
0
25 Mar 2023
Spatio-Temporal driven Attention Graph Neural Network with Block
  Adjacency matrix (STAG-NN-BA)
Spatio-Temporal driven Attention Graph Neural Network with Block Adjacency matrix (STAG-NN-BA)
U. Nazir
W. Islam
M. Taj
245
3
0
25 Mar 2023
Deep Masked Graph Matching for Correspondence Identification in
  Collaborative Perception
Deep Masked Graph Matching for Correspondence Identification in Collaborative PerceptionIEEE International Conference on Robotics and Automation (ICRA), 2023
Peng Gao
Qingzhao Zhu
Hongsheng Lu
Chuang Gan
Haotian Zhang
135
6
0
14 Mar 2023
Full Point Encoding for Local Feature Aggregation in 3D Point Clouds
Full Point Encoding for Local Feature Aggregation in 3D Point CloudsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Yong-xing He
Hongshan Yu
Zhengeng Yang
Xiaoguang Liu
Wei Sun
Lin Wang
ViT3DPC
268
7
0
08 Mar 2023
Reinforcement Learning for Block Decomposition of CAD Models
Reinforcement Learning for Block Decomposition of CAD Models
Benjamin C. DiPrete
R. Garimella
Cristina Garcia-Cardona
Navamita Ray
138
1
0
21 Feb 2023
Self-Supervised Node Representation Learning via Node-to-Neighbourhood
  Alignment
Self-Supervised Node Representation Learning via Node-to-Neighbourhood AlignmentIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Wei Dong
Dawei Yan
Peifeng Wang
SSL
261
5
0
09 Feb 2023
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph
  Matching
Rethinking Explaining Graph Neural Networks via Non-parametric Subgraph MatchingInternational Conference on Machine Learning (ICML), 2023
Fang Wu
Siyuan Li
Xurui Jin
Yinghui Jiang
Dragomir R. Radev
Z. Niu
Stan Z. Li
218
15
0
07 Jan 2023
Graph Matching with Bi-level Noisy Correspondence
Graph Matching with Bi-level Noisy CorrespondenceIEEE International Conference on Computer Vision (ICCV), 2022
Yijie Lin
Mouxing Yang
Jun Yu
Peng Hu
Changqing Zhang
Xiaocui Peng
346
42
0
08 Dec 2022
Universe Points Representation Learning for Partial Multi-Graph Matching
Universe Points Representation Learning for Partial Multi-Graph MatchingAAAI Conference on Artificial Intelligence (AAAI), 2022
Zhakshylyk Nurlanov
Frank R. Schmidt
Florian Bernard
241
6
0
01 Dec 2022
Pushing the Limits of Asynchronous Graph-based Object Detection with
  Event Cameras
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras
Daniel Gehrig
Davide Scaramuzza
GNN
132
40
0
22 Nov 2022
QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform
  PDE Data Compression
QuadConv: Quadrature-Based Convolutions with Applications to Non-Uniform PDE Data CompressionJournal of Computational Physics (JCP), 2022
Kevin Doherty
Cooper Simpson
Stephen Becker
Alireza Doostan
233
9
0
09 Nov 2022
A Comparative Study of Graph Neural Networks for Shape Classification in
  Neuroimaging
A Comparative Study of Graph Neural Networks for Shape Classification in NeuroimagingGEOmedia (GEOmedia), 2022
N. Shehata
Wulfie Bain
Ben Glocker
205
5
0
29 Oct 2022
Deep Generative Models on 3D Representations: A Survey
Deep Generative Models on 3D Representations: A Survey
Zifan Shi
Sida Peng
Yinghao Xu
Andreas Geiger
Yiyi Liao
Yujun Shen
MedIm3DV
319
0
0
27 Oct 2022
Geometric Deep Learning for the Assessment of Thrombosis Risk in the
  Left Atrial Appendage
Geometric Deep Learning for the Assessment of Thrombosis Risk in the Left Atrial AppendageFunctional Imaging and Modeling of the Heart (FIMH), 2022
X. Morales
Jordi Mill
Guillem Simeon
K. A. Juhl
O. D. Backer
Rasmus Paulsen
Oscar Camara
AI4CE
54
2
0
19 Oct 2022
Learning Universe Model for Partial Matching Networks over Multiple
  Graphs
Learning Universe Model for Partial Matching Networks over Multiple Graphs
Zetian Jiang
Jiaxin Lu
Tianzhe Wang
Junchi Yan
213
3
0
19 Oct 2022
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape
  Correspondence
Anisotropic Multi-Scale Graph Convolutional Network for Dense Shape CorrespondenceIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Mohammad Farazi
Wenjie Zhu
Zhangsihao Yang
Yalin Wang
3DPC
197
4
0
17 Oct 2022
Approximating Continuous Convolutions for Deep Network Compression
Approximating Continuous Convolutions for Deep Network CompressionBritish Machine Vision Conference (BMVC), 2022
Theo W. Costain
V. Prisacariu
181
0
0
17 Oct 2022
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics
  with Quantified Uncertainty
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified UncertaintyNeural Information Processing Systems (NeurIPS), 2022
Luning Sun
Daniel Zhengyu Huang
Hao Sun
Jian-Xun Wang
182
18
0
14 Oct 2022
Learning Multi-resolution Functional Maps with Spectral Attention for
  Robust Shape Matching
Learning Multi-resolution Functional Maps with Spectral Attention for Robust Shape MatchingNeural Information Processing Systems (NeurIPS), 2022
Lei Li
Nicolas Donati
M. Ovsjanikov
285
44
0
12 Oct 2022
Few-shot Generation of Personalized Neural Surrogates for Cardiac
  Simulation via Bayesian Meta-Learning
Few-shot Generation of Personalized Neural Surrogates for Cardiac Simulation via Bayesian Meta-Learning
Xiajun Jiang
Zhiyuan Li
R. Missel
Md Shakil Zaman
B. Zenger
W. Good
Rob S. MacLeod
J. Sapp
Linwei Wang
MedIm
150
2
0
06 Oct 2022
Dynamic Graph Message Passing Networks for Visual Recognition
Dynamic Graph Message Passing Networks for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Li Zhang
Mohan Chen
Anurag Arnab
Xiangyang Xue
Juil Sock
GNN
187
1
0
20 Sep 2022
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid
  Shape Correspondence
SRFeat: Learning Locally Accurate and Globally Consistent Non-Rigid Shape CorrespondenceInternational Conference on 3D Vision (3DV), 2022
Lei Li
Souhaib Attaiki
M. Ovsjanikov
160
11
0
16 Sep 2022
Learning Canonical Embeddings for Unsupervised Shape Correspondence with
  Locally Linear Transformations
Learning Canonical Embeddings for Unsupervised Shape Correspondence with Locally Linear TransformationsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Pan He
Patrick Emami
Sanjay Ranka
Anand Rangarajan
3DPC
209
1
0
05 Sep 2022
Higher-order Clustering and Pooling for Graph Neural Networks
Higher-order Clustering and Pooling for Graph Neural NetworksInternational Conference on Information and Knowledge Management (CIKM), 2022
Alexandre Duval
Fragkiskos D. Malliaros
195
47
0
02 Sep 2022
Deep Structural Causal Shape Models
Deep Structural Causal Shape Models
Rajat Rasal
Daniel Coelho De Castro
Nick Pawlowski
Ben Glocker
3DVMedIm
246
15
0
23 Aug 2022
Operation-Level Performance Benchmarking of Graph Neural Networks for
  Scientific Applications
Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications
Ryien Hosseini
F. Simini
V. Vishwanath
GNN
205
2
0
20 Jul 2022
Unsupervised Deep Multi-Shape Matching
Unsupervised Deep Multi-Shape MatchingEuropean Conference on Computer Vision (ECCV), 2022
Dongliang Cao
Florian Bernard
3DPC3DV
255
44
0
20 Jul 2022
SelectionConv: Convolutional Neural Networks for Non-rectilinear Image
  Data
SelectionConv: Convolutional Neural Networks for Non-rectilinear Image DataEuropean Conference on Computer Vision (ECCV), 2022
David Hart
Michael Whitney
B. Morse
168
3
0
18 Jul 2022
Automatic identification of segmentation errors for radiotherapy using
  geometric learning
Automatic identification of segmentation errors for radiotherapy using geometric learningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
E. Henderson
A. Green
M. Herk
E. V. Osorio
58
6
0
27 Jun 2022
Image Aesthetics Assessment Using Graph Attention Network
Image Aesthetics Assessment Using Graph Attention NetworkInternational Conference on Pattern Recognition (ICPR), 2022
Koustav Ghosal
A. Smolic
292
11
0
26 Jun 2022
Discretization Invariant Networks for Learning Maps between Neural
  Fields
Discretization Invariant Networks for Learning Maps between Neural Fields
Clinton Jia Wang
Polina Golland
303
1
0
02 Jun 2022
Image Keypoint Matching using Graph Neural Networks
Image Keypoint Matching using Graph Neural NetworksInternational Workshop on Complex Networks & Their Applications (CNTA), 2022
N. Xu
Giannis Nikolentzos
Michalis Vazirgiannis
Henrik Bostrom
GNN
102
2
0
27 May 2022
Spiking Graph Convolutional Networks
Spiking Graph Convolutional NetworksInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Zulun Zhu
Jiaying Peng
Jintang Li
Liang Chen
Qi Yu
Siqiang Luo
GNN
158
59
0
05 May 2022
ExSpliNet: An interpretable and expressive spline-based neural network
ExSpliNet: An interpretable and expressive spline-based neural networkNeural Networks (NN), 2022
Daniele Fakhoury
Emanuele Fakhoury
H. Speleers
160
53
0
03 May 2022
Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in
  Shape Matching
Deep Orientation-Aware Functional Maps: Tackling Symmetry Issues in Shape MatchingComputer Vision and Pattern Recognition (CVPR), 2022
Nicolas Donati
E. Corman
M. Ovsjanikov
185
48
0
28 Apr 2022
Graph Pooling for Graph Neural Networks: Progress, Challenges, and
  Opportunities
Graph Pooling for Graph Neural Networks: Progress, Challenges, and OpportunitiesInternational Joint Conference on Artificial Intelligence (IJCAI), 2022
Chuang Liu
Yibing Zhan
Hongzhi Zhang
Chang Li
Bo Du
Wenbin Hu
Tongliang Liu
Dacheng Tao
GNNAI4CE
231
110
0
15 Apr 2022
AEGNN: Asynchronous Event-based Graph Neural Networks
AEGNN: Asynchronous Event-based Graph Neural NetworksComputer Vision and Pattern Recognition (CVPR), 2022
S. Schaefer
Daniel Gehrig
Davide Scaramuzza
GNN
347
186
0
31 Mar 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual
  Information Maximization
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information MaximizationComputer Vision and Pattern Recognition (CVPR), 2022
Wei Dong
Junsheng Wu
Yi-wei Luo
Zongyuan Ge
Peifeng Wang
SSL
132
23
0
23 Mar 2022
An explainability framework for cortical surface-based deep learning
An explainability framework for cortical surface-based deep learning
Fernanda L. Ribeiro
S. Bollmann
R. Cunnington
A. M. Puckett
FAttAAMLMedIm
135
3
0
15 Mar 2022
Deep learning classification of large-scale point clouds: A case study
  on cuneiform tablets
Deep learning classification of large-scale point clouds: A case study on cuneiform tabletsInternational Conference on Information Photonics (ICIP), 2022
Frederik Hagelskjaer
3DV3DPC
129
8
0
22 Feb 2022
Graph-Coupled Oscillator Networks
Graph-Coupled Oscillator NetworksInternational Conference on Machine Learning (ICML), 2022
T. Konstantin Rusch
B. Chamberlain
J. Rowbottom
S. Mishra
M. Bronstein
326
143
0
04 Feb 2022
Laplacian2Mesh: Laplacian-Based Mesh Understanding
Laplacian2Mesh: Laplacian-Based Mesh UnderstandingIEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Qiujie Dong
Zixiong Wang
Manyi Li
Junjie Gao
Shuangmin Chen
Zhenyu Shu
Shiqing Xin
Changhe Tu
Wenping Wang
183
38
0
01 Feb 2022
Image Classification using Graph Neural Network and Multiscale Wavelet
  Superpixels
Image Classification using Graph Neural Network and Multiscale Wavelet SuperpixelsPattern Recognition Letters (PR), 2022
V. Vasudevan
M. Bassenne
Md Tauhidul Islam
Lei Xing
140
42
0
29 Jan 2022
FN-Net:Remove the Outliers by Filtering the Noise
FN-Net:Remove the Outliers by Filtering the Noise
Kai Lv
141
1
0
23 Jan 2022
Deconfounding to Explanation Evaluation in Graph Neural Networks
Deconfounding to Explanation Evaluation in Graph Neural Networks
Yingmin Wu
Xiang Wang
An Zhang
Helen Zhou
Fuli Feng
Xiangnan He
Tat-Seng Chua
FAttCML
207
15
0
21 Jan 2022
Training Free Graph Neural Networks for Graph Matching
Training Free Graph Neural Networks for Graph Matching
Zhiyuan Liu
Yixin Cao
Fuli Feng
Xiang Wang
Jie Tang
Kenji Kawaguchi
Tat-Seng Chua
205
1
0
14 Jan 2022
Deep Probabilistic Graph Matching
Deep Probabilistic Graph MatchingIEEE Transactions on Knowledge and Data Engineering (TKDE), 2022
He Liu
Tao Wang
Yidong Li
Congyan Lang
Songhe Feng
Haibin Ling
235
2
0
05 Jan 2022
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