Explainable deep learning for efficient and robust pattern recognition: A survey of recent developments

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

Densely Connected Convolutional Networks

Gao Huang, Zhuang Liu, Laurens van der Maaten et al. · 2017 · 43.3K citations

Geometric Learning, Convolutional Neural Network, Engineering +16

Rethinking the Inception Architecture for Computer Vision

Christian Szegedy, Vincent Vanhoucke, Sergey Ioffe et al. · 2016 · 30.2K citations

Convolutional Neural Network, Engineering, Machine Learning +17

Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift

Sergey Ioffe · arXiv (Cornell University) · 2024 · 15.6K citations · Full text

Data Augmentation, Deep Neural Networks, Machine Vision +15

Distilling the Knowledge in a Neural Network

Geoffrey E. Hinton, Oriol Vinyals · arXiv (Cornell University) · 2015 · 13.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19