Check computer science papers: citations, claims and retractions

The Limitations of Deep Learning in Adversarial Settings

Papernot, N., McDaniel, P., Jha, S., Fredrikson, M., Celik, Z. B., & Swami, A. (2016) · 2016 IEEE European Symposium on Security and Privacy (EuroS&P)

Adversarial Robustness in Machine LearningDigital Media Forensic Detection

Cited by 3,993

iCaRL: Incremental Classifier and Representation Learning

Rebuffi, S.-A., Kolesnikov, A., Sperl, G., & Lampert, C. H. (2017) · 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

Domain Adaptation and Few-Shot LearningData Stream Mining Techniques

Cited by 3,988

Spectral Networks and Locally Connected Networks on Graphs

Bruna, J., Zaremba, W., Szlam, A., & LeCun, Y. (2013) · arXiv

Advanced Graph Neural NetworksNeural Networks and Applications

Cited by 3,983

Artificial intelligence in service

Huang, M.-H., & Rust, R. T. (2018) · Journal of Service Research

AI in Service InteractionsImpact of AI and Big Data on Business and Society

Cited by 3,978

Hmdb: a large video database for human motion recognition

Kuehne, H., Jhuang, H., Garrote, E., Poggio, T., & Serre, T. (2011) · 2011 International Conference on Computer Vision

Human Pose and Action RecognitionHand Gesture Recognition Systems

Cited by 3,965

Practical Secure Aggregation for Privacy-Preserving Machine Learning

Bonawitz, K., Ivanov, V., Kreuter, B., Marcedone, A., McMahan, H. B., Patel, S., Ramage, D., Segal, A., & Seth, K. (2017) · Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security

Cryptography and Data SecurityPrivacy-Preserving Technologies in Data

Cited by 3,956

PubChem in 2021: new data content and improved web interfaces

Kim, S., Chen, J., Cheng, T., Gindulyte, A., He, J., He, S., Li, Q., Shoemaker, B. A., Thiessen, P. A., Yu, B., et al. (2021) · Nucleic Acids Research

Research Data Management PracticesComputational Drug Discovery Methods

Cited by 3,953

BIRCH: an efficient data clustering method for very large databases

Zhang, T., Ramakrishnan, R., & Livny, M. (1996) · Proceedings of the 1996 ACM SIGMOD international conference on Management of data - SIGMOD '96

Advanced Clustering Algorithms ResearchData Management and Algorithms

Cited by 3,935

Knowledge Distillation: A Survey

Gou, J., Yu, B., Maybank, S. J., & Tao, D. (2021) · International Journal of Computer Vision

Advanced Neural Network ApplicationsDomain Adaptation and Few-Shot Learning

Cited by 3,931

Comparative molecular field analysis (CoMFA). 1. Effect of shape on binding of steroids to carrier proteins

Cramer, R. D., Patterson, D. E., & Bunce, J. D. (1988) · Journal of the American Chemical Society

Computational Drug Discovery MethodsProtein Interaction Studies and Fluorescence Analysis

Cited by 3,931

A direct adaptive method for faster backpropagation learning: the RPROP algorithm

Riedmiller, M., & Braun, H. (2002) · IEEE International Conference on Neural Networks

Neural Networks and ApplicationsStochastic Gradient Optimization Techniques

Cited by 3,917

Knowledge Graph Embedding by Translating on Hyperplanes

Wang, Z., Zhang, J., Feng, J., & Chen, Z. (2014) · Proceedings of the AAAI Conference on Artificial Intelligence

Advanced Graph Neural NetworksTopic Modeling

Cited by 3,915

Polynomial-time algorithms for prime factorization and discrete logarithms on a quantum computer

Shor, P. W. (1999) · SIAM Review

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 3,904

Beamforming: a versatile approach to spatial filtering

Van Veen, B. D., & Buckley, K. M. (1988) · IEEE ASSP Magazine

Direction-of-Arrival Estimation TechniquesSpeech and Audio Processing

Cited by 3,901

DrugBank: a comprehensive resource for in silico drug discovery and exploration

Wishart, D. S. (2006) · Nucleic Acids Research

Computational Drug Discovery MethodsBiomedical Text Mining and Ontologies

Cited by 3,892

Gradient boosting machines, a tutorial

Natekin, A., & Knoll, A. (2013) · Frontiers in Neurorobotics

Imbalanced Data Classification TechniquesMachine Learning and Data Classification

Cited by 3,887

Guidelines for conducting and reporting case study research in software engineering

Runeson, P., & Höst, M. (2009) · Empirical Software Engineering

Software Engineering Techniques and PracticesQualitative Comparative Analysis Research

Cited by 3,862

Quantum information with continuous variables

Braunstein, S. L., & van Loock, P. (2005) · Reviews of Modern Physics

Quantum Information and CryptographyQuantum optics and atomic interactions

Cited by 3,858

The Algorithmic Foundations of Differential Privacy

Dwork, C., & Roth, A. (2013) · now publishers, Inc. eBooks

Privacy-Preserving Technologies in DataCryptography and Data Security

Cited by 3,856

Tangible bits: towards seamless interfaces between people, bits and atoms

Ishii, H., & Ullmer, B. (1997) · Proceedings of the ACM SIGCHI Conference on Human factors in computing systems

Interactive and Immersive DisplaysInnovative Human-Technology Interaction

Cited by 3,853

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

Grill, J.-B., Strub, F., Altché, F., Tallec, C., Richemond, P. H., Buchatskaya, E., Doersch, C., Pires, B. A., Guo, Z. D., Azar, M. G., et al. (2020) · arXiv

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 3,846

Approximate Statistical Tests for Comparing Supervised Classification Learning Algorithms

Dietterich, T. G. (1998) · Neural Computation

Machine Learning and Data ClassificationMachine Learning and Algorithms

Cited by 3,840

Neural Graph Collaborative Filtering

Wang, X., He, X., Wang, M., Feng, F., & Chua, T.-S. (2019) · Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval

Recommender Systems and TechniquesAdvanced Graph Neural Networks

Cited by 3,823

Harnessing Nonlinearity: Predicting Chaotic Systems and Saving Energy in Wireless Communication

Jaeger, H., & Haas, H. (2004) · Science

Neural Networks and Reservoir ComputingNeural Networks and Applications

Cited by 3,811