Methods › Graphs › Graph Models › GCN › Papers, page 8
Graph Convolutional Network
GCN
Papers archive 2025-07-28
archive papers tagged: 968 · with a code link: 443 · where Syntology ran a sample: 94 (79 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (94 of 968 tagged: 79 with a run with no instrument failure, 15 where every run was a failure of Syntology's instrument)
Page 8 of 10: papers 701 to 800 of 968, newest first by the archive's date (ties by slug), in archive order.
Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.
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Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation 9 Oct 2020 · 1 repository · arXiv:2010.04383
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Data-Driven Learning of Geometric Scattering Networks 6 Oct 2020 · 1 repository · arXiv:2010.02415Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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A Unified View on Graph Neural Networks as Graph Signal Denoising 5 Oct 2020 · 1 repository · arXiv:2010.01777Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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ResGCN: Attention-based Deep Residual Modeling for Anomaly Detection on Attributed Networks 30 Sep 2020 · 1 repository · arXiv:2009.14738
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Uncertainty-Matching Graph Neural Networks to Defend Against Poisoning Attacks 30 Sep 2020 · 0 repositories · arXiv:2009.14455
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Semi-Supervised Node Classification by Graph Convolutional Networks and Extracted Side Information 29 Sep 2020 · 1 repository · arXiv:2009.13734
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Graph Neural Networks with Heterophily 28 Sep 2020 · 1 repository · arXiv:2009.13566
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Revisiting Graph Convolutional Network on Semi-Supervised Node Classification from an Optimization Perspective 24 Sep 2020 · 0 repositories · arXiv:2009.11469
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Explainable, Stable, and Scalable Graph Convolutional Networks for Learning Graph Representation 22 Sep 2020 · 0 repositories · arXiv:2009.10367
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A Hybrid Classification Approach using Topic Modeling and Graph Convolution Networks 19 Sep 2020 · 3 repositories
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Multi-Level Graph Convolutional Network with Automatic Graph Learning for Hyperspectral Image Classification 19 Sep 2020 · 0 repositories · arXiv:2009.09196
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Image Retrieval for Structure-from-Motion via Graph Convolutional Network 17 Sep 2020 · 0 repositories · arXiv:2009.08049
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CatGCN: Graph Convolutional Networks with Categorical Node Features 11 Sep 2020 · 1 repository · arXiv:2009.05303
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Devil's in the Details: Aligning Visual Clues for Conditional Embedding in Person Re-Identification 11 Sep 2020 · 1 repository · arXiv:2009.05250
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Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection 11 Sep 2020 · 1 repository · arXiv:2009.05602
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Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification 8 Sep 2020 · 3 repositories · arXiv:2009.03509Syntology official (archive's flag): 3 ran · 7 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Visual Object Tracking by Segmentation with Graph Convolutional Network 5 Sep 2020 · 0 repositories · arXiv:2009.02523
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SAIL: Self-Augmented Graph Contrastive Learning 2 Sep 2020 · 0 repositories · arXiv:2009.00934
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Learning Node Representations against Perturbations 26 Aug 2020 · 1 repository · arXiv:2008.11416
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Graph Convolutional Networks Reveal Neural Connections Encoding Prosthetic Sensation 23 Aug 2020 · 0 repositories · arXiv:2009.03272
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TSAM: Temporal Link Prediction in Directed Networks based on Self-Attention Mechanism 23 Aug 2020 · 0 repositories · arXiv:2008.10021
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Tackling Over-Smoothing for General Graph Convolutional Networks 22 Aug 2020 · 0 repositories · arXiv:2008.09864
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MMEA: Entity Alignment for Multi-Modal Knowledge Graphs 20 Aug 2020 · 1 repository
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Training Matters: Unlocking Potentials of Deeper Graph Convolutional Neural Networks 20 Aug 2020 · 0 repositories · arXiv:2008.08838
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Video Region Annotation with Sparse Bounding Boxes 17 Aug 2020 · 0 repositories · arXiv:2008.07049
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Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation 13 Aug 2020 · 1 repository · arXiv:2008.05717
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Multivariate Relations Aggregation Learning in Social Networks 9 Aug 2020 · 0 repositories · arXiv:2008.03654
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Richly Activated Graph Convolutional Network for Robust Skeleton-based Action Recognition 9 Aug 2020 · 3 repositories · arXiv:2008.03791
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Graph Convolutional Networks for Hyperspectral Image Classification 6 Aug 2020 · 1 repository · arXiv:2008.02457Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Compact Graph Architecture for Speech Emotion Recognition 5 Aug 2020 · 3 repositories · arXiv:2008.02063
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Generative Ensemble Regression: Learning Particle Dynamics from Observations of Ensembles with Physics-Informed Deep Generative Models 5 Aug 2020 · 0 repositories · arXiv:2008.01915
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Pseudoinverse Graph Convolutional Networks: Fast Filters Tailored for Large Eigengaps of Dense Graphs and Hypergraphs 3 Aug 2020 · 1 repository · arXiv:2008.00720
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Relation Extraction with Self-determined Graph Convolutional Network 2 Aug 2020 · 0 repositories · arXiv:2008.00441
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Improving Skeleton-based Action Recognitionwith Robust Spatial and Temporal Features 1 Aug 2020 · 0 repositories · arXiv:2008.00324
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flexgrid2vec: Learning Efficient Visual Representations Vectors 30 Jul 2020 · 0 repositories · arXiv:2007.15444
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Mix Dimension in Poincaré Geometry for 3D Skeleton-based Action Recognition 30 Jul 2020 · 0 repositories · arXiv:2007.15678
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Dynamic GCN: Context-enriched Topology Learning for Skeleton-based Action Recognition 29 Jul 2020 · 1 repository · arXiv:2007.14690
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Simplification of Graph Convolutional Networks: A Matrix Factorization-based Perspective 17 Jul 2020 · 0 repositories · arXiv:2007.09036
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Deep Learning for Abstract Argumentation Semantics 15 Jul 2020 · 1 repository · arXiv:2007.07629
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Distributed Training of Graph Convolutional Networks 13 Jul 2020 · 0 repositories · arXiv:2007.06281
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Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation 9 Jul 2020 · 0 repositories · arXiv:2007.05003
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Graph Convolutional Networks for Graphs Containing Missing Features 9 Jul 2020 · 2 repositories · arXiv:2007.04583Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples)
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RGCF: Refined Graph Convolution Collaborative Filtering with concise and expressive embedding 7 Jul 2020 · 1 repository · arXiv:2007.03383
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Simple and Deep Graph Convolutional Networks 4 Jul 2020 · 4 repositories · arXiv:2007.02133Syntology official (archive's flag): 2 ran · 5 ran (of which 5 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified; every one of the 5 samples that ran constructed an object rather than computing a result (of 7 harvested samples) · 4 pointer-only (licence)
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Structure-Aware Human-Action Generation 4 Jul 2020 · 1 repository · arXiv:2007.01971
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Enhancing the Association in Multi-Object Tracking via Neighbor Graph 1 Jul 2020 · 0 repositories · arXiv:2007.00265
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From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation 1 Jul 2020 · 0 repositories · arXiv:2007.00730
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HGCN4MeSH: Hybrid Graph Convolution Network for MeSH Indexing 1 Jul 2020 · 0 repositories
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Neural Reranking for Dependency Parsing: An Evaluation 1 Jul 2020 · 0 repositories
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Local Neighbor Propagation Embedding 29 Jun 2020 · 0 repositories · arXiv:2006.16009
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Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters 28 Jun 2020 · 2 repositories · arXiv:2006.15516Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Investigating and Mitigating Degree-Related Biases in Graph Convolutional Networks 28 Jun 2020 · 0 repositories · arXiv:2006.15643
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Graph Structural-topic Neural Network 25 Jun 2020 · 1 repository · arXiv:2006.14278
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Data Augmentation View on Graph Convolutional Network and the Proposal of Monte Carlo Graph Learning 23 Jun 2020 · 1 repository · arXiv:2006.13090
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Connecting Graph Convolutional Networks and Graph-Regularized PCA 22 Jun 2020 · 0 repositories · arXiv:2006.12294
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Sequential Graph Convolutional Network for Active Learning 18 Jun 2020 · 1 repository · arXiv:2006.10219
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Relational Fusion Networks: Graph Convolutional Networks for Road Networks 16 Jun 2020 · 1 repository · arXiv:2006.09030
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Knowledge Embedding Based Graph Convolutional Network 12 Jun 2020 · 1 repository · arXiv:2006.07331Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples) · 4 pointer-only (licence)
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On the Bottleneck of Graph Neural Networks and its Practical Implications 9 Jun 2020 · 3 repositories · arXiv:2006.05205Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
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Locally Private Graph Neural Networks 9 Jun 2020 · 1 repository · arXiv:2006.05535Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
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Graph-based Visual-Semantic Entanglement Network for Zero-shot Image Recognition 8 Jun 2020 · 0 repositories · arXiv:2006.04648
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Single-Layer Graph Convolutional Networks For Recommendation 7 Jun 2020 · 0 repositories · arXiv:2006.04164
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Self-supervised Training of Graph Convolutional Networks 3 Jun 2020 · 1 repository · arXiv:2006.02380
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Skeleton-Based Action Recognition With Shift Graph Convolutional Network 1 Jun 2020 · 1 repository
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Spatial-Temporal Graph Convolutional Network for Video-Based Person Re-Identification 1 Jun 2020 · 0 repositories
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Deep graph learning for semi-supervised classification 29 May 2020 · 0 repositories · arXiv:2005.14403
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On Incorporating Structural Information to improve Dialogue Response Generation 28 May 2020 · 1 repository · arXiv:2005.14315
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Interpretable and Efficient Heterogeneous Graph Convolutional Network 27 May 2020 · 1 repository · arXiv:2005.13183
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MVIN: Learning Multiview Items for Recommendation 26 May 2020 · 1 repository · arXiv:2005.12516
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Relevant Region Prediction for Crowd Counting 20 May 2020 · 0 repositories · arXiv:2005.09816
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Benchmark Tests of Convolutional Neural Network and Graph Convolutional Network on HorovodRunner Enabled Spark Clusters 12 May 2020 · 1 repository · arXiv:2005.05510
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Multi-Graph Convolutional Network for Relationship-Driven Stock Movement Prediction 11 May 2020 · 1 repository · arXiv:2005.04955
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AN-GCN: An Anonymous Graph Convolutional Network Defense Against Edge-Perturbing Attack 6 May 2020 · 0 repositories · arXiv:2005.03482
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Pruned Graph Scattering Transforms 1 May 2020 · 0 repositories
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A Robust Hierarchical Graph Convolutional Network Model for Collaborative Filtering 30 Apr 2020 · 0 repositories · arXiv:2004.14734
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Directed Graph Convolutional Network 29 Apr 2020 · 1 repository · arXiv:2004.13970
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Motion Guided 3D Pose Estimation from Videos 29 Apr 2020 · 1 repository · arXiv:2004.13985Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 1 pointer-only (licence)
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Contextualised Graph Attention for Improved Relation Extraction 22 Apr 2020 · 1 repository · arXiv:2004.10624
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MER-GCN: Micro Expression Recognition Based on Relation Modeling with Graph Convolutional Network 19 Apr 2020 · 0 repositories · arXiv:2004.08915
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VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification 12 Apr 2020 · 1 repository · arXiv:2004.05707Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
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Graph Highway Networks 9 Apr 2020 · 1 repository · arXiv:2004.04635
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A Graph Convolutional Network Composition Framework for Semi-supervised Classification 8 Apr 2020 · 0 repositories · arXiv:2004.03994
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Efficient long-distance relation extraction with DG-SpanBERT 7 Apr 2020 · 0 repositories · arXiv:2004.03636
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Pooling in Graph Convolutional Neural Networks 7 Apr 2020 · 0 repositories · arXiv:2004.03519
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Attribute2vec: Deep Network Embedding Through Multi-Filtering GCN 3 Apr 2020 · 0 repositories · arXiv:2004.01375
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FeederGAN: Synthetic Feeder Generation via Deep Graph Adversarial Nets 3 Apr 2020 · 0 repositories · arXiv:2004.01407
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Semi-Supervised Cervical Dysplasia Classification With Learnable Graph Convolutional Network 1 Apr 2020 · 0 repositories · arXiv:2004.00191
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L^2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks 30 Mar 2020 · 2 repositories · arXiv:2003.13606
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Revisiting Over-smoothing in Deep GCNs 30 Mar 2020 · 0 repositories · arXiv:2003.13663
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Latent-Graph Learning for Disease Prediction 27 Mar 2020 · 0 repositories · arXiv:2003.13620
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Distilling Knowledge from Graph Convolutional Networks 23 Mar 2020 · 1 repository · arXiv:2003.10477Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
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Peeking into occluded joints: A novel framework for crowd pose estimation 23 Mar 2020 · 1 repository · arXiv:2003.10506
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An Uncoupled Training Architecture for Large Graph Learning 21 Mar 2020 · 0 repositories · arXiv:2003.09638
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CPR-GCN: Conditional Partial-Residual Graph Convolutional Network in Automated Anatomical Labeling of Coronary Arteries 19 Mar 2020 · 0 repositories · arXiv:2003.08560
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Temporal Extension Module for Skeleton-Based Action Recognition 19 Mar 2020 · 0 repositories · arXiv:2003.08951
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Scattering GCN: Overcoming Oversmoothness in Graph Convolutional Networks 18 Mar 2020 · 1 repository · arXiv:2003.08414
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ReLaText: Exploiting Visual Relationships for Arbitrary-Shaped Scene Text Detection with Graph Convolutional Networks 16 Mar 2020 · 0 repositories · arXiv:2003.06999
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Evaluating Logical Generalization in Graph Neural Networks 14 Mar 2020 · 1 repository · arXiv:2003.06560
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Learning by Sampling and Compressing: Efficient Graph Representation Learning with Extremely Limited Annotations 13 Mar 2020 · 0 repositories · arXiv:2003.06100
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Cross-GCN: Enhancing Graph Convolutional Network with k-Order Feature Interactions 5 Mar 2020 · 0 repositories · arXiv:2003.02587