Most cited computer science papers
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No-Reference Image Quality Assessment in the Spatial Domain
Mittal, A., Moorthy, A. K., & Bovik, A. C. (2012) · IEEE Transactions on Image Processing
Image and Video Quality AssessmentImage Retrieval and Classification Techniques
Cited by 6,064
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How transferable are features in deep neural networks?
Yosinski, J., Clune, J., Bengio, Y., & Lipson, H. (2014) · arXiv
Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications
Cited by 6,061
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A Complexity Measure
McCabe, T. J. (1976) · IEEE Transactions on Software Engineering
Software Engineering ResearchSoftware Reliability and Analysis Research
Cited by 6,059
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Finding scientific topics
Griffiths, T. L., & Steyvers, M. (2004) · Proceedings of the National Academy of Sciences
Topic ModelingComputational and Text Analysis Methods
Cited by 6,049
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Image Style Transfer Using Convolutional Neural Networks
Gatys, L. A., Ecker, A. S., & Bethge, M. (2016) · 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Generative Adversarial Networks and Image SynthesisAdvanced Neural Network Applications
Cited by 6,025
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The Byzantine generals problem
Lamport, L., Shostak, R., & Pease, M. (1982) · ACM Transactions on Programming Languages and Systems
Distributed systems and fault toleranceCryptography and Data Security
Cited by 6,023
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The quantum internet
Kimble, H. J. (2008) · Nature
Quantum Information and CryptographyQuantum optics and atomic interactions
Cited by 6,023
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Deep High-Resolution Representation Learning for Human Pose Estimation
Sun, K., Xiao, B., Liu, D., & Wang, J. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Human Pose and Action RecognitionAdvanced Neural Network Applications
Cited by 5,984
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Emerging Properties in Self-Supervised Vision Transformers
Caron, M., Touvron, H., Misra, I., Jégou, H., Mairal, J., Bojanowski, P., & Joulin, A. (2021) · arXiv
Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications
Cited by 5,932
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A scheme for efficient quantum computation with linear optics
Knill, E., Laflamme, R., & Milburn, G. J. (2001) · Nature
Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography
Cited by 5,880
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performance: An R Package for Assessment, Comparison and Testing of Statistical Models
Lüdecke, D., Ben-Shachar, M., Patil, I., Waggoner, P., & Makowski, D. (2021) · Journal of Open Source Software
Data Analysis with RStatistical Methods and Bayesian Inference
Cited by 5,836
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mixup: Beyond Empirical Risk Minimization
Zhang, H., Cisse, M., Dauphin, Y. N., & Lopez-Paz, D. (2017) · arXiv
Machine Learning and Data ClassificationDomain Adaptation and Few-Shot Learning
Cited by 5,831
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Evaluating collaborative filtering recommender systems
Herlocker, J. L., Konstan, J. A., Terveen, L. G., & Riedl, J. T. (2004) · ACM Transactions on Information Systems
Recommender Systems and TechniquesInformation Retrieval and Search Behavior
Cited by 5,798
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Large-Scale Machine Learning with Stochastic Gradient Descent
Bottou, L. (2010) · Proceedings of COMPSTAT'2010
Stochastic Gradient Optimization TechniquesMachine Learning and Data Classification
Cited by 5,795
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Deep convolutional neural networks for computer-aided detection: cnn architectures, dataset characteristics and transfer learning
Shin, H.-C., Roth, H. R., Gao, M., Lu, L., Xu, Z., Nogues, I., Yao, J., Mollura, D., & Summers, R. M. (2016) · IEEE Transactions on Medical Imaging
AI in cancer detectionAdvanced Neural Network Applications
Cited by 5,759
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Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position
Fukushima, K. (1980) · Biological Cybernetics
Neural Networks and ApplicationsVisual perception and processing mechanisms
Cited by 5,759
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A universal image quality index
Wang, Z., & Bovik, A. C. (2002) · IEEE Signal Processing Letters
Image and Video Quality AssessmentImage Retrieval and Classification Techniques
Cited by 5,757
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High-Speed Tracking with Kernelized Correlation Filters
Henriques, J. F., Caseiro, R., Martins, P., & Batista, J. (2015) · IEEE Transactions on Pattern Analysis and Machine Intelligence
Video Surveillance and Tracking MethodsAdvanced Image and Video Retrieval Techniques
Cited by 5,753
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Drug combination studies and their synergy quantification using the Chou-Talalay method
Chou, T.-C. (2010) · Cancer Research
Computational Drug Discovery MethodsCancer Cells and Metastasis
Cited by 5,739
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GrabCut: Interactive foreground extraction using iterated graph cuts
Rother, C., Kolmogorov, V., & Blake, A. (2004) · ACM Transactions on Graphics
Medical Image Segmentation TechniquesAdvanced Neural Network Applications
Cited by 5,703
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Context Encoders: Feature Learning by Inpainting
Pathak, D., Krahenbuhl, P., Donahue, J., Darrell, T., & Efros, A. A. (2016) · 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Generative Adversarial Networks and Image SynthesisAdvanced Neural Network Applications
Cited by 5,691
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An efficient k-means clustering algorithm: analysis and implementation
Kanungo, T., Mount, D. M., Netanyahu, N. S., Piatko, C. D., Silverman, R., & Wu, A. Y. (2002) · IEEE Transactions on Pattern Analysis and Machine Intelligence
Advanced Clustering Algorithms ResearchData Mining and Machine Learning Applications
Cited by 5,660
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Emerging Properties in Self-Supervised Vision Transformers
Caron, M., Touvron, H., Misra, I., Jegou, H., Mairal, J., Bojanowski, P., & Joulin, A. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications
Cited by 5,638
- Verified
Unsupervised Cross-lingual Representation Learning at Scale
Conneau, A., Khandelwal, K., Goyal, N., Chaudhary, V., Wenzek, G., Guzmán, F., Grave, E., Ott, M., Zettlemoyer, L., & Stoyanov, V. (2020) · Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics
Topic ModelingNatural Language Processing Techniques
Cited by 5,637
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