An Automated Multi-scale Feature Fusion Network for Spine Fracture Segmentation Using Computed Tomography Images

Squeeze-and-Excitation Networks

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

Computing, Computer Science, Computer Vision +11

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 22.1K citations

Computing, Computer Science, Computer Vision +14

Fully Convolutional Networks for Semantic Segmentation

Evan Shelhamer, Jonathan Long, Trevor Darrell · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 11.1K citations

Computing, Computer Science, Computer Vision +13

UNet++: A Nested U-Net Architecture for Medical Image Segmentation

Zongwei Zhou, Md Mahfuzur Rahman Siddiquee, Nima Tajbakhsh et al. · Lecture notes in computer science · 2018 · 9K citations · Full text

Computing, Biomedical Engineering, Radiology +11

A Proof of Local Convergence for the Adam Optimizer

Sebastian Bock, Martin Weis · 2019 · 325 citations

Computing, Computer Science, Artificial Intelligence +14