Most cited computer science papers
- Verified
SGDR: Stochastic Gradient Descent with Warm Restarts
Loshchilov, I., & Hutter, F. (2016) · arXiv
Stochastic Gradient Optimization TechniquesMachine Learning and Data Classification
Cited by 5,309
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Differential Evolution: A Survey of the State-of-the-Art
Das, S., & Suganthan, P. N. (2011) · IEEE Transactions on Evolutionary Computation
Metaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and Applications
Cited by 5,307
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Secure spread spectrum watermarking for multimedia
Cox, I. J., Kilian, J., Leighton, F. T., & Shamoon, T. (1997) · IEEE Transactions on Image Processing
Advanced Steganography and Watermarking TechniquesDigital Media Forensic Detection
Cited by 5,299
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Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
Zheng, Z., Wang, P., Liu, W., Li, J., Ye, R., & Ren, D. (2020) · Proceedings of the AAAI Conference on Artificial Intelligence
Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning
Cited by 5,288
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Simple online and realtime tracking with a deep association metric
Wojke, N., Bewley, A., & Paulus, D. (2017) · 2017 IEEE International Conference on Image Processing (ICIP)
Video Surveillance and Tracking MethodsAutonomous Vehicle Technology and Safety
Cited by 5,286
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A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
Li, Z., Liu, F., Yang, W., Peng, S., & Zhou, J. (2022) · IEEE Transactions on Neural Networks and Learning Systems
Advanced Neural Network ApplicationsNeural Networks and Applications
Cited by 5,273
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Mixed-state entanglement and quantum error correction
Bennett, C. H., DiVincenzo, D. P., Smolin, J. A., & Wootters, W. K. (1996) · Physical Review A
Quantum Information and CryptographyQuantum Computing Algorithms and Architecture
Cited by 5,272
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Nonrigid registration using free-form deformations: application to breast mr images
Rueckert, D., Sonoda, L. I., Hayes, C., Hill, D. L. G., Leach, M. O., & Hawkes, D. J. (1999) · IEEE Transactions on Medical Imaging
Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques
Cited by 5,265
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CSPNet: A New Backbone that can Enhance Learning Capability of CNN
Wang, C.-Y., Mark Liao, H.-Y., Wu, Y.-H., Chen, P.-Y., Hsieh, J.-W., & Yeh, I.-H. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)
Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning
Cited by 5,265
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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions
Wang, W., Xie, E., Li, X., Fan, D.-P., Song, K., Liang, D., Lu, T., Luo, P., & Shao, L. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)
Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning
Cited by 5,259
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The Connectivity Map: Using Gene-Expression Signatures to Connect Small Molecules, Genes, and Disease
Lamb, J., Crawford, E. D., Peck, D., Modell, J. W., Blat, I. C., Wrobel, M. J., Lerner, J., Brunet, J.-P., Subramanian, A., Ross, K. N., et al. (2006) · Science
Computational Drug Discovery MethodsBioinformatics and Genomic Networks
Cited by 5,257
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Long-term recurrent convolutional networks for visual recognition and description
Donahue, J., Hendricks, L. A., Guadarrama, S., Rohrbach, M., Venugopalan, S., Darrell, T., & Saenko, K. (2015) · 2015 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Advanced Neural Network ApplicationsMultimodal Machine Learning Applications
Cited by 5,228
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GhostNet: More Features From Cheap Operations
Han, K., Wang, Y., Tian, Q., Guo, J., Xu, C., & Xu, C. (2020) · 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning
Cited by 5,222
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LOF: identifying density-based local outliers
Breunig, M. M., Kriegel, H.-P., Ng, R. T., & Sander, J. (2000) · ACM SIGMOD Record
Anomaly Detection Techniques and ApplicationsData Management and Algorithms
Cited by 5,207
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Separability Criterion for Density Matrices
Peres, A. (1996) · Physical Review Letters
Quantum Information and CryptographyQuantum Mechanics and Applications
Cited by 5,191
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DeepLabCut: markerless pose estimation of user-defined body parts with deep learning
Mathis, A., Mamidanna, P., Cury, K. M., Abe, T., Murthy, V. N., Mathis, M. W., & Bethge, M. (2018) · Nature Neuroscience
Human Pose and Action RecognitionVideo Surveillance and Tracking Methods
Cited by 5,187
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An Empirical Evaluation of the System Usability Scale
Bangor, A., Kortum, P. T., & Miller, J. T. (2008) · International Journal of Human–Computer Interaction
Usability and User Interface DesignInnovative Human-Technology Interaction
Cited by 5,181
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Theoretical Basis, Experimental Design, and Computerized Simulation of Synergism and Antagonism in Drug Combination Studies
Chou, T.-C. (2006) · Pharmacological Reviews
Computational Drug Discovery MethodsStatistical Methods in Clinical Trials
Cited by 5,163
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Discrete Cosine Transform
Ahmed, N., Natarajan, T., & Rao, K. R. (1974) · IEEE Transactions on Computers
Digital Filter Design and ImplementationAdvanced Data Compression Techniques
Cited by 5,156
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Adversarial Discriminative Domain Adaptation
Tzeng, E., Hoffman, J., Saenko, K., & Darrell, T. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Domain Adaptation and Few-Shot LearningGenerative Adversarial Networks and Image Synthesis
Cited by 5,154
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Flocks, herds and schools: A distributed behavioral model
Reynolds, C. W. (1987) · ACM SIGGRAPH Computer Graphics
Computer Graphics and Visualization TechniquesEvacuation and Crowd Dynamics
Cited by 5,148
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Spatial transformer networks
Jaderberg, M., Simonyan, K., Zisserman, A., & Kavukcuoglu, K. (2015) · arXiv
Advanced Neural Network ApplicationsAdvanced Image and Video Retrieval Techniques
Cited by 5,137
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Ciphertext-Policy Attribute-Based Encryption
Bethencourt, J., Sahai, A., & Waters, B. (2007) · 2007 IEEE Symposium on Security and Privacy (SP '07)
Cryptography and Data SecurityCloud Data Security Solutions
Cited by 5,131
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Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations
Krishna, R., Zhu, Y., Groth, O., Johnson, J., Hata, K., Kravitz, J., Chen, S., Kalantidis, Y., Li, L.-J., Shamma, D. A., et al. (2017) · International Journal of Computer Vision
Multimodal Machine Learning ApplicationsImage Retrieval and Classification Techniques
Cited by 5,107
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