| # | Title | Journal | Year | Citations |
|---|
|
| 1 | Fast approximate energy minimization via graph cuts | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 5,707 |
| 2 | Opinion Mining and Sentiment Analysis | Foundations and Trends in Information Retrieval | 2008 | 5,421 |
| 3 | Efficient Graph-Based Image Segmentation | International Journal of Computer Vision | 2004 | 4,875 |
| 4 | Arbitrary Style Transfer in Real-Time with Adaptive Instance Normalization | | 2017 | 2,623 |
| 5 | The link-prediction problem for social networks | Journal of the Association for Information Science and Technology | 2007 | 2,578 |
| 6 | What energy functions can be minimized via graph cuts? | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2004 | 2,431 |
| 7 | Shape and motion from image streams under orthography: a factorization method | International Journal of Computer Vision | 1992 | 2,400 |
| 8 | Pictorial Structures for Object Recognition | International Journal of Computer Vision | 2005 | 1,751 |
| 9 | L-diversity: privacy beyond k-anonymity | | 2006 | 1,481 |
| 10 | Hydrodynamic Stability Without Eigenvalues | Science | 1993 | 1,441 |
| 11 | Navigation in a small world | Nature | 2000 | 1,345 |
| 12 | The small-world phenomenon | | 2000 | 1,229 |
| 13 | Deep learning for detecting robotic grasps | International Journal of Robotics Research | 2015 | 1,075 |
| 14 | On the convergence of interior-reflective Newton methods for nonlinear minimization subject to bounds | Mathematical Programming | 1994 | 1,047 |
| 15 | Efficient Belief Propagation for Early Vision | International Journal of Computer Vision | 2006 | 1,028 |
| 16 | Annotating Expressions of Opinions and Emotions in Language | Computers and the Humanities | 2005 | 1,001 |
| 17 | Improving retrieval performance by relevance feedback | Journal of the Association for Information Science and Technology | 1990 | 950 |
| 18 | Bursty and Hierarchical Structure in Streams | Data Mining and Knowledge Discovery | 2003 | 924 |
| 19 | A globally convergent method for nonlinear programming | Journal of Optimization Theory and Applications | 1977 | 898 |
| 20 | Efficient Planarity Testing | Journal of the ACM | 1974 | 890 |
| 21 | An axiomatic proof technique for parallel programs I | Acta Informatica | 1976 | 834 |
| 22 | A Comparative Study of Energy Minimization Methods for Markov Random Fields with Smoothness-Based Priors | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2008 | 790 |
| 23 | Gossip-based computation of aggregate information | | 0 | 741 |
| 24 | A Hessenberg-Schur method for the problem AX + XB= C | IEEE Transactions on Automatic Control | 1979 | 695 |
| 25 | Cutting-plane training of structural SVMs | Machine Learning | 2009 | 682 |
| 26 | Computing visual correspondence with occlusions using graph cuts | | 0 | 673 |
| 27 | Computing integrals involving the matrix exponential | IEEE Transactions on Automatic Control | 1978 | 655 |
| 28 | Checkpointing and Rollback-Recovery for Distributed Systems | IEEE Transactions on Software Engineering | 1987 | 638 |
| 29 | Shifts in Arctic vegetation and associated feedbacks under climate change | Nature Climate Change | 2013 | 632 |
| 30 | Determining computational complexity from characteristic ‘phase transitions’ | Nature | 1999 | 622 |
| 31 | Fail-stop processors | ACM Transactions on Computer Systems | 1983 | 591 |
| 32 | MegaDepth: Learning Single-View Depth Prediction from Internet Photos | | 2018 | 580 |
| 33 | Computing time scales from reaction coordinates by milestoning | Journal of Chemical Physics | 2004 | 573 |
| 34 | Bayesian inference of ancient human demography from individual genome sequences | Nature Genetics | 2011 | 547 |
| 35 | Structural diversity in social contagion | Proceedings of the National Academy of Sciences of the United States of America | 2012 | 534 |
| 36 | The steiner problem in graphs | Networks | 1971 | 531 |
| 37 | In Google We Trust: Users’ Decisions on Rank, Position, and Relevance | Journal of Computer-Mediated Communication | 2007 | 516 |
| 38 | Learning human activities and object affordances from RGB-D videos | International Journal of Robotics Research | 2013 | 509 |
| 39 | Disruptions of network connectivity predict impairment in multiple behavioral domains after stroke | Proceedings of the National Academy of Sciences of the United States of America | 2016 | 506 |
| 40 | Three-Dimensional Face Recognition in the Presence of Facial Expressions: An Annotated Deformable Model Approach | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2007 | 469 |
| 41 | Recognizing solid objects by alignment with an image | International Journal of Computer Vision | 1990 | 457 |
| 42 | Matching events in a content-based subscription system | | 1999 | 454 |
| 43 | Horus | Communications of the ACM | 1996 | 443 |
| 44 | A taxonomy and evaluation of dense two-frame stereo correspondence algorithms | | 0 | 435 |
| 45 | Concepts and Notations for Concurrent Programming | ACM Computing Surveys | 1983 | 420 |
| 46 | Low‐diversity bacterial community in the gut of the fruitfly Drosophila melanogaster | Environmental Microbiology | 2011 | 410 |
| 47 | Anticipating Human Activities Using Object Affordances for Reactive Robotic Response | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2016 | 401 |
| 48 | Recognizing safety and liveness | Distributed Computing | 1987 | 387 |
| 49 | Computing geodesics and minimal surfaces via graph cuts | | 2003 | 385 |
| 50 | From mining to markets: The evolution of bitcoin transaction fees | Journal of Financial Economics | 2019 | 382 |
