RA-UNet: an improved network model for image denoising

Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

Computing, Computer Science, Artificial Intelligence +15

Squeeze-and-Excitation Networks

Jie Hu, Li Shen, Gang Sun · 2018 · 28.4K citations

Computing, Computer Science, Computer Vision +11

An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov et al. · arXiv (Cornell University) · 2020 · 21.6K citations · Full text

Computing, Computer Science, Computer Vision +14

Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering

Kostadin Dabov, Alessandro Foi, Vladimir Katkovnik et al. · IEEE Transactions on Image Processing · 2007 · 9.2K citations

Arts, Biomedical Engineering, Biomedical Imaging +15

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising

Kai Zhang, Wangmeng Zuo, Yunjin Chen et al. · IEEE Transactions on Image Processing · 2017 · 8.8K citations · Full text

Computing, Computer Science, Computer Vision +14