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SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels
24 November 2017
Matthias Fey
J. E. Lenssen
F. Weichert
H. Müller
3DPC
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Papers citing
"SplineCNN: Fast Geometric Deep Learning with Continuous B-Spline Kernels"
50 / 237 papers shown
Weisfeiler and Leman go Machine Learning: The Story so far
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16 Nov 2021
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters
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04 Nov 2021
A Unified View of Relational Deep Learning for Drug Pair Scoring
International Joint Conference on Artificial Intelligence (IJCAI), 2021
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Eliseo Papa
362
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Roto-translated Local Coordinate Frames For Interacting Dynamical Systems
Neural Information Processing Systems (NeurIPS), 2021
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N. S. Nagaraja
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151
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SoGCN: Second-Order Graph Convolutional Networks
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205
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Understanding Pooling in Graph Neural Networks
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Daniele Grattarola
Daniele Zambon
F. Bianchi
Cesare Alippi
GNN
FAtt
AI4CE
624
127
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11 Oct 2021
Differentiable Spline Approximations
Minsu Cho
Aditya Balu
Ameya Joshi
Anjana Prasad
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165
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Leveraging power grid topology in machine learning assisted optimal power flow
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Letif Mones
156
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213
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30 Sep 2021
Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs
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Michael Weinmann
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244
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Joint Graph Learning and Matching for Semantic Feature Correspondence
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Tao Wang
Yidong Li
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Yi Jin
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01 Sep 2021
Deep Virtual Markers for Articulated 3D Shapes
Hyomin Kim
Jungeon Kim
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Jaesik Park
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193
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Neural Information Processing Systems (NeurIPS), 2021
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E. Haber
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DeepMesh: Differentiable Iso-Surface Extraction
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Benoît Guillard
Edoardo Remelli
Artem Lukoianov
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Graph Context Encoder: Graph Feature Inpainting for Graph Generation and Self-supervised Pretraining
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Survey of Image Based Graph Neural Networks
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M. Taj
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157
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Learning Dynamics via Graph Neural Networks for Human Pose Estimation and Tracking
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Yiding Yang
Zhou Ren
Haoxiang Li
Chunluan Zhou
Xinchao Wang
G. Hua
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176
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07 Jun 2021
Stochastic Iterative Graph Matching
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Linfeng Liu
M. C. Hughes
S. Hassoun
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Superpixel-based Knowledge Infusion in Deep Neural Networks for Image Classification
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T. Dash
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188
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Graph-Free Knowledge Distillation for Graph Neural Networks
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Xiang Deng
Zhongfei Zhang
186
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16 May 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Christopher Morris
Matthias Fey
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182
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12 May 2021
NURBS-Diff: A Differentiable Programming Module for NURBS
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203
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HodgeNet: Learning Spectral Geometry on Triangle Meshes
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Heterogeneous Grid Convolution for Adaptive, Efficient, and Controllable Computation
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Pyramidal Reservoir Graph Neural Network
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10 Apr 2021
Field Convolutions for Surface CNNs
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Vladimir G. Kim
Michael Kazhdan
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Graph Classification by Mixture of Diverse Experts
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29 Mar 2021
Dual Mesh Convolutional Networks for Human Shape Correspondence
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A. Boukhayma
Jakob Verbeek
Edmond Boyer
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112
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23 Mar 2021
Graph Convolutional Network for Swahili News Classification
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Tyler Martin
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123
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16 Mar 2021
Deep Graph Matching under Quadratic Constraint
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Quankai Gao
Fudong Wang
Nan Xue
Jin-Gang Yu
Guisong Xia
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Binary segmentation of medical images using implicit spline representations and deep learning
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G. Muntingh
Varatharajan Nainamalai
Ivar Stangeby
144
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25 Feb 2021
Deep Deformation Detail Synthesis for Thin Shell Models
Lan Chen
Lin Gao
Jie Yang
Shibiao Xu
Juntao Ye
Xiaopeng Zhang
Yu-kun Lai
3DH
AI4CE
178
12
0
23 Feb 2021
UCNN: A Convolutional Strategy on Unstructured Mesh
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Shufang Song
Xuxiang Sun
Weiwei Zhang
AI4CE
63
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12 Jan 2021
SPAGAN: Shortest Path Graph Attention Network
International Joint Conference on Artificial Intelligence (IJCAI), 2019
Yiding Yang
Xinchao Wang
Xiuming Zhang
Junsong Yuan
Dacheng Tao
GNN
355
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10 Jan 2021
Binary Graph Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2020
Mehdi Bahri
Gaétan Bahl
Stefanos Zafeiriou
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269
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Analyzing the Performance of Graph Neural Networks with Pipe Parallelism
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Hadjer Benkraouda
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Shape My Face: Registering 3D Face Scans by Surface-to-Surface Translation
International Journal of Computer Vision (IJCV), 2020
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Eimear O' Sullivan
Shunwang Gong
Feng Liu
Xiaoming Liu
M. Bronstein
Stefanos Zafeiriou
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254
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DiffusionNet: Discretization Agnostic Learning on Surfaces
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Souhaib Attaiki
Keenan Crane
M. Ovsjanikov
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385
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Combinatorial Learning of Graph Edit Distance via Dynamic Embedding
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Tianqi Zhang
Tianshu Yu
Junchi Yan
Xiaokang Yang
114
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30 Nov 2020
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Letif Mones
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Rethinking pooling in graph neural networks
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Amauri Souza
Samuel Kaski
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461
136
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Probabilistic Numeric Convolutional Neural Networks
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Roberto Bondesan
Max Welling
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230
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Robust Optimization as Data Augmentation for Large-scale Graphs
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Ge Li
Mucong Ding
Zuxuan Wu
Chen Zhu
Guohao Li
Gavin Taylor
Tom Goldstein
276
101
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19 Oct 2020
Explainable, Stable, and Scalable Graph Convolutional Networks for Learning Graph Representation
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Cheng-Shang Chang
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22 Sep 2020
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