Capstone Papers

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

# Paper Citations
1
A survey on Image Data Augmentation for Deep Learning
Connor Shorten, Taghi M. Khoshgoftaar Journal Of Big Data 2019
11,041
2
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
3
Deep High-Resolution Representation Learning for Human Pose Estimation
Ke Sun, Bin Xiao, Dong Liu et al. 2019
5,184
4
Object Detection With Deep Learning: A Review
Zhong‐Qiu Zhao, Peng Zheng, Shou-Tao Xu et al. IEEE Transactions on Neural Networks and Learning Systems 2019
5,019
5
Reading digits in natural images with unsupervised feature learning
Yuval Netzer, Tao Wang, Adam Coates et al. 2024
4,548
6
CSPNet: A New Backbone that can Enhance Learning Capability of CNN
Chien-Yao Wang, Hong-Yuan Mark Liao, Yueh-Hua Wu et al. 2020
4,309
7
CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features
Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al. 2019
4,293
8
An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
Shaojie Bai, J. Zico Kolter, Vladlen Koltun arXiv (Cornell University) 2018
4,274
9
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Wang, Amanpreet Singh, Julian Michael et al. 2018
3,699
10
Boosting Adversarial Attacks with Momentum
Yinpeng Dong, Fangzhou Liao, Tianyu Pang et al. 2018
2,708