Capstone Papers

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

# Paper Citations
1
MizAR 60 for Mizar 50
Ashish Vaswani, Noam Shazeer, Niki Parmar et al. Leibniz-Zentrum für Informatik (Schloss Dagstuhl) 2023
70,225
2
ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
Qilong Wang, Banggu Wu, Pengfei Zhu et al. 2020
6,942
3
Attention Is All You Need
Ashish Vaswani, Noam Shazeer, Niki Parmar et al. 2025
6,466
4
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
5
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
6
A review on the attention mechanism of deep learning
Zhaoyang Niu, Guoqiang Zhong, Hui Yu Neurocomputing 2021
2,816
7
Deep learning and its applications to machine health monitoring
Rui Zhao, Ruqiang Yan, Zhenghua Chen et al. Mechanical Systems and Signal Processing 2018
2,327
8
BERTScore: Evaluating Text Generation with BERT
Tianyi Zhang, Varsha Kishore, Felix Wu et al. arXiv (Cornell University) 2019
2,001
9
Attention gated networks: Learning to leverage salient regions in medical images
Jo Schlemper, Ozan Oktay, Michiel Schaap et al. Medical Image Analysis 2019
1,716
10
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing
Qin Xu, Zhilin Wang, Yuanchao Bai et al. Proceedings of the AAAI Conference on Artificial Intelligence 2020
1,458