Computer Science Publications

Publications in Computer Science

Explore the most influential research papers and scholarly works that have shaped Computer Science. Use the concept filter below to focus on a specific sub-area of research.

Computer Science

944.4K

Publications

61.8M

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Deep Residual Learning for Image Recognition Kaiming He, Xiangyu Zhang, Shaoqing Ren, Image ClassificationDeep Neural NetworksMachine VisionImage AnalysisMachine Learning	2016	214.9K
Adam: A Method for Stochastic Optimization Diederik P. Kingma, Jimmy Ba UvA-DARE (University of Amsterdam) Artificial IntelligenceMathematical ProgrammingModel OptimizationMachine VisionMachine Learning	2014	84.5K
ImageNet classification with deep convolutional neural networks Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton Communications of the ACM Convolutional Neural NetworkEngineeringMachine LearningNeural NetworkImagenet Classification	2017	75.5K
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan, Andrew Zisserman arXiv (Cornell University) Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningConvolutional Network Depth	2014	75.4K
ImageNet: A large-scale hierarchical image database Jia Deng, Wei Dong, Richard Socher, 2009 IEEE Conference on Computer Vision and Pattern Recognition EngineeringMachine LearningImage RetrievalImage DatabaseImage Recognition (Computer Vision)	2009	60.2K
Gradient-based learning applied to document recognition Yann LeCun, Léon Bottou, Yoshua Bengio, Proceedings of the IEEE EngineeringMachine LearningMultilayer Neural NetworksImage AnalysisData Science	1998	56.5K
Genetic algorithms in search, optimization, and machine learning Choice Reviews Online Artificial IntelligenceSearch OptimizationComputational ScienceTutorial FashionEngineering	1989	49.3K
Going deeper with convolutions Christian Szegedy, Wei Liu, Yangqing Jia, Image ClassificationDeep Neural NetworksImage AnalysisMachine LearningData Science	2015	46.2K
A fast and elitist multiobjective genetic algorithm: NSGA-II Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal, IEEE Transactions on Evolutionary Computation Artificial IntelligencePopulation SizeComputational ScienceEngineeringGenetic Algorithms	2002	46.1K
XGBoost Cluster ComputingEngineeringMachine LearningMachine Learning ToolInformation Retrieval	2016	44.2K
Densely Connected Convolutional Networks Gao Huang, Zhuang Liu, Laurens van der Maaten, Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningDense Convolutional Network	2017	43.3K
LIBSVM Chih-Chung Chang, Chih‐Jen Lin ACM Transactions on Intelligent Systems and Technology Data ClassificationSupport Vector MachineClassification MethodImage AnalysisMachine Vision	2011	41.1K

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