| # | Title | Journal | Year | Citations |
|---|
| 1 | Deep Residual Learning for Image Recognition | | 2016 | 100,885 |
| 2 | Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2017 | 20,130 |
| 3 | Fast R-CNN | | 2015 | 16,102 |
| 4 | Microsoft COCO: Common Objects in Context | Lecture Notes in Computer Science | 2014 | 12,775 |
| 5 | The Pascal Visual Object Classes (VOC) Challenge | International Journal of Computer Vision | 2010 | 12,097 |
| 6 | Robust Real-Time Face Detection | International Journal of Computer Vision | 2004 | 10,533 |
| 7 | A flexible new technique for camera calibration | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 10,514 |
| 8 | Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification | | 2015 | 9,828 |
| 9 | Swin Transformer: Hierarchical Vision Transformer using Shifted Windows | | 2021 | 8,008 |
| 10 | Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2015 | 6,914 |
| 11 | Image Super-Resolution Using Deep Convolutional Networks | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2016 | 6,132 |
| 12 | A Taxonomy and Evaluation of Dense Two-Frame Stereo Correspondence Algorithms | International Journal of Computer Vision | 2002 | 5,271 |
| 13 | Robust principal component analysis? | Journal of the ACM | 2011 | 4,536 |
| 14 | Guided Image Filtering | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2013 | 4,159 |
| 15 | The Pascal Visual Object Classes Challenge: A Retrospective | International Journal of Computer Vision | 2015 | 4,116 |
| 16 | Estimating the Support of a High-Dimensional Distribution | Neural Computation | 2001 | 4,068 |
| 17 | A Hexanucleotide Repeat Expansion in C9ORF72 Is the Cause of Chromosome 9p21-Linked ALS-FTD | Neuron | 2011 | 3,833 |
| 18 | CRITICAL QUESTIONS FOR BIG DATA | Information, Communication and Society | 2012 | 3,753 |
| 19 | Single Image Haze Removal Using Dark Channel Prior | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2011 | 3,703 |
| 20 | Z3: An Efficient SMT Solver | Lecture Notes in Computer Science | 2008 | 3,666 |
| 21 | Identity Mappings in Deep Residual Networks | Lecture Notes in Computer Science | 2016 | 3,665 |
| 22 | An experimental comparison of min-cut/max- flow algorithms for energy minimization in vision | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2004 | 3,649 |
| 23 | The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) | IEEE Transactions on Medical Imaging | 2015 | 3,589 |
| 24 | LINE | | 2015 | 3,420 |
| 25 | Deformable Convolutional Networks | | 2017 | 3,176 |
| 26 | From local explanations to global understanding with explainable AI for trees | Nature Machine Intelligence | 2020 | 2,869 |
| 27 | Face recognition using Laplacianfaces | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2005 | 2,763 |
| 28 | Scalable Person Re-identification: A Benchmark | | 2015 | 2,531 |
| 29 | Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering | | 2018 | 2,515 |
| 30 | KinectFusion: Real-time dense surface mapping and tracking | | 2011 | 2,480 |
| 31 | Deep High-Resolution Representation Learning for Human Pose Estimation | | 2019 | 2,434 |
| 32 | Probabilistic Principal Component Analysis | Journal of the Royal Statistical Society Series B: Statistical Methodology | 1999 | 2,406 |
| 33 | Xen and the art of virtualization | Operating Systems Review (ACM) | 2003 | 2,358 |
| 34 | The many faces of publish/subscribe | ACM Computing Surveys | 2003 | 2,358 |
| 35 | Learning a Deep Convolutional Network for Image Super-Resolution | Lecture Notes in Computer Science | 2014 | 2,310 |
| 36 | The biodiversity of species and their rates of extinction, distribution, and protection | Science | 2014 | 2,295 |
| 37 | A survey of approaches to automatic schema matching | VLDB Journal | 2001 | 2,288 |
| 38 | The Algorithmic Foundations of Differential Privacy | Foundations and Trends in Theoretical Computer Science | 2013 | 2,288 |
| 39 | Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition | IEEE Transactions on Audio Speech and Language Processing | 2012 | 2,273 |
| 40 | Learning Bayesian networks: The combination of knowledge and statistical data | Machine Learning | 1995 | 2,244 |
| 41 | New Support Vector Algorithms | Neural Computation | 2000 | 2,216 |
| 42 | VQA: Visual Question Answering | | 2015 | 2,168 |
| 43 | Object retrieval with large vocabularies and fast spatial matching | | 2007 | 2,144 |
| 44 | CIDEr: Consensus-based image description evaluation | | 2015 | 2,057 |
| 45 | The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web] | IEEE Signal Processing Magazine | 2012 | 2,024 |
| 46 | 10.1162/15324430152748236 | Applied Physics Letters | 2000 | 1,986 |
| 47 | Quantum machine learning | Nature | 2017 | 1,973 |
| 48 | Learning and Transferring Mid-level Image Representations Using Convolutional Neural Networks | | 2014 | 1,899 |
| 49 | Region-Based Convolutional Networks for Accurate Object Detection and Segmentation | IEEE Transactions on Pattern Analysis and Machine Intelligence | 2016 | 1,886 |
| 50 | Photo tourism | ACM Transactions on Graphics | 2006 | 1,882 |
