Concepedia
Scientific Reports · 2022 · 35 citations · 34 references
Open access
34
ImageNet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.5K citations · Full text
Convolutional Neural Network, Engineering, Machine Learning +19
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy · arXiv (Cornell University) · 2015 · 24.2K citations · Full text
Data Augmentation, Deep Neural Networks, Machine Vision +15
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2015 · 18.4K citations
Convolutional Neural Network, Engineering, Machine Learning +18
Rectified Linear Units Improve Restricted Boltzmann Machines
Vinod Nair, Geoffrey E. Hinton · International Conference on Machine Learning · 2010 · 13.2K citations
Generalised Dice Overlap as a Deep Learning Loss Function for Highly Unbalanced Segmentations
Carole H. Sudre, Wenqi Li, Tom Vercauteren et al. · Lecture notes in computer science · 2017 · 2.5K citations · Full text
Data Augmentation, Convolutional Neural Network, Image Analysis +11