Capstone Papers

Top cited papers (250+ citations, 2018-2024) ranked by citation count.

# Paper Citations
1
Learning Multiple Layers of Features from Tiny Images
Alex Krizhevsky 2024
25,434
2
Momentum Contrast for Unsupervised Visual Representation Learning
Kaiming He, Haoqi Fan, Yuxin Wu et al. 2020
11,112
3
A survey on Image Data Augmentation for Deep Learning
Connor Shorten, Taghi M. Khoshgoftaar Journal Of Big Data 2019
11,041
4
Path Aggregation Network for Instance Segmentation
Shu Liu, Lu Qi, Haifang Qin et al. 2018
7,956
5
Segment Anything
Alexander M. Kirillov, Eric Mintun, Nikhila Ravi et al. 2023
6,703
6
A ConvNet for the 2020s
Zhuang Liu, Hanzi Mao, Chao-Yuan Wu et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022
5,683
7
Reading digits in natural images with unsupervised feature learning
Yuval Netzer, Tao Wang, Adam Coates et al. 2024
4,548
8
Attention U-Net: Learning Where to Look for the Pancreas
Ozan Oktay, Jo Schlemper, Loïc Le Folgoc et al. arXiv (Cornell University) 2018
4,470
9
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron, Hugo Touvron, Ishan Misra et al. 2021 IEEE/CVF International Conference on Computer Vision (ICCV) 2021
4,220
10
Cellpose: a generalist algorithm for cellular segmentation
Carsen Stringer, Tim Wang, Michalis Michaelos et al. Nature Methods 2020
3,612