Check computer science papers: citations, claims and retractions

Greedy layer-wise training of deep networks

Bengio, Y., Lamblin, P., Popovici, D., & Larochelle, H. (2007) · Advances in Neural Information Processing Systems 19

Neural Networks and ApplicationsStochastic Gradient Optimization Techniques

Cited by 4,841

Cumulated gain-based evaluation of IR techniques

Järvelin, K., & Kekäläinen, J. (2002) · ACM Transactions on Information Systems

Information Retrieval and Search BehaviorRecommender Systems and Techniques

Cited by 4,841

VoxelNet: End-to-End Learning for Point Cloud Based 3D Object Detection

Zhou, Y., & Tuzel, O. (2018) · 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition

Advanced Neural Network Applications3D Shape Modeling and Analysis

Cited by 4,813

Computer-Mediated Communication: Impersonal, Interpersonal, and Hyperpersonal Interaction

WALTHER, J. B. (1996) · Communication Research

Digital Communication and LanguageMedia and Digital Communication

Cited by 4,798

A reproducible evaluation of ANTs similarity metric performance in brain image registration

Avants, B. B., Tustison, N. J., Song, G., Cook, P. A., Klein, A., & Gee, J. C. (2011) · NeuroImage

Medical Image Segmentation TechniquesAdvanced MRI Techniques and Applications

Cited by 4,796

Quantum machine learning

Biamonte, J., Wittek, P., Pancotti, N., Rebentrost, P., Wiebe, N., & Lloyd, S. (2017) · Nature

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 4,779

An introduction to hidden Markov models

Rabiner, L., & Juang, B. (1986) · IEEE ASSP Magazine

Speech Recognition and SynthesisSpeech and Audio Processing

Cited by 4,775

A discrete binary version of the particle swarm algorithm

Kennedy, J., & Eberhart, R. C. (2002) · 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation

Metaheuristic Optimization Algorithms ResearchAntenna Design and Optimization

Cited by 4,767

Membership Inference Attacks Against Machine Learning Models

Shokri, R., Stronati, M., Song, C., & Shmatikov, V. (2017) · 2017 IEEE Symposium on Security and Privacy (SP)

Privacy-Preserving Technologies in DataAdversarial Robustness in Machine Learning

Cited by 4,754

Moses: open source toolkit for statistical machine translation

Koehn, P., Zens, R., Dyer, C., Bojar, O., Constantin, A., Herbst, E., Hoang, H., Birch, A., Callison-Burch, C., Federico, M., et al. (2007) · Proceedings of the 45th Annual Meeting of the ACL on Interactive Poster and Demonstration Sessions - ACL '07

Natural Language Processing TechniquesSpeech Recognition and Synthesis

Cited by 4,735

Computational modelling of visual attention

Itti, L., & Koch, C. (2001) · Nature Reviews Neuroscience

Visual Attention and Saliency DetectionVisual perception and processing mechanisms

Cited by 4,733

Deep Reinforcement Learning: A Brief Survey

Arulkumaran, K., Deisenroth, M. P., Brundage, M., & Bharath, A. A. (2017) · IEEE Signal Processing Magazine

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 4,733

A Brief Survey of Deep Reinforcement Learning

Arulkumaran, K., Deisenroth, M. P., Brundage, M., & Bharath, A. A. (2017) · arXiv

Reinforcement Learning in RoboticsArtificial Intelligence in Games

Cited by 4,733

Progressive Growing of GANs for Improved Quality, Stability, and Variation

Karras, T., Aila, T., Laine, S., & Lehtinen, J. (2017) · arXiv

Generative Adversarial Networks and Image SynthesisDigital Media Forensic Detection

Cited by 4,727

Drug repurposing: progress, challenges and recommendations

Pushpakom, S., Iorio, F., Eyers, P. A., Escott, K. J., Hopper, S., Wells, A., Doig, A., Guilliams, T., Latimer, J., McNamee, C., et al. (2019) · Nature Reviews Drug Discovery

Computational Drug Discovery MethodsPharmaceutical Economics and Policy

Cited by 4,718

The entity-relationship model—toward a unified view of data

Chen, P. P.-S. (1976) · ACM Transactions on Database Systems

Advanced Database Systems and QueriesEngineering and Information Technology

Cited by 4,708

PointPillars: Fast Encoders for Object Detection From Point Clouds

Lang, A. H., Vora, S., Caesar, H., Zhou, L., Yang, J., & Beijbom, O. (2019) · 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Advanced Neural Network Applications3D Shape Modeling and Analysis

Cited by 4,673

Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding

Han, S., Mao, H., & Dally, W. J. (2015) · arXiv

Advanced Neural Network ApplicationsAdvanced Data Compression Techniques

Cited by 4,662

A fast, lock-free approach for efficient parallel counting of occurrences of k -mers

Marçais, G., & Kingsford, C. (2011) · Bioinformatics

Algorithms and Data CompressionGenomics and Phylogenetic Studies

Cited by 4,661

A review on genetic algorithm: past, present, and future

Katoch, S., Chauhan, S. S., & Kumar, V. (2021) · Multimedia Tools and Applications

Metaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and Applications

Cited by 4,655

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Bai, S., Kolter, J. Z., & Koltun, V. (2018) · arXiv

Speech Recognition and SynthesisTopic Modeling

Cited by 4,655

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Sanh, V., Debut, L., Chaumond, J., & Wolf, T. (2019) · arXiv

Topic ModelingAdvanced Neural Network Applications

Cited by 4,653

Matrix Analysis

Horn, R. A., & Johnson, C. R. (2012) · Cambridge University Press eBooks

Matrix Theory and AlgorithmsAdvanced Combinatorial Mathematics

Cited by 4,642

Testing the number of components in a normal mixture

Lo, Y. (2001) · Biometrika

Bayesian Methods and Mixture ModelsStatistical Distribution Estimation and Applications

Cited by 4,640