SR-AttNet: An Interpretable Stretch–Relax Attention based Deep Neural Network for Polyp Segmentation in Colonoscopy Images

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Very Deep Convolutional Networks for Large-Scale Image Recognition

Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) · 2014 · 75.4K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Squeeze-and-Excitation Networks

Jie Hu, Li Shen, Gang Sun · 2018 · 26.8K citations

Convolutional Neural Network, Machine Vision, Machine Learning +13

Pyramid Scene Parsing Network

Hengshuang Zhao, Jianping Shi, Xiaojuan Qi et al. · 2017 · 15.1K citations

Convolutional Neural Network, Scene Analysis, Machine Vision +14