Concepedia

Graph Convolutional Networks based on manifold learning for semi-supervised image classification

Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette, Longin Jan Latecki

Computer Vision and Image Understanding · 2022 · 21 citations · 59 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine LearningDeep LearningGraph TheoryGraph-based LearningImage ClassificationRepresentation LearningSemi-supervised LearningConvolutional Neural NetworksGraph Convolutional NetworksGraph Neural NetworksManifold LearningSemi-supervised ClassificationSemi-supervised Graph Neural NetworksSemi-supervised Image Classification

References

59

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

Computing, Computer Science, Computer Vision +12

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

ImageNet: A large-scale hierarchical image database

Jia Deng, Wei Dong, Richard Socher et al. · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 61.8K citations

Computing, Computer Science, Computer Vision +12

Support-vector networks

Corinna Cortes, Vladimir Vapnik · Machine Learning · 1995 · 40.5K citations · Full text