GlanceNets — efficient convolutional neural networks with adaptive hard example mining

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

Focal Loss for Dense Object Detection

Tsung-Yi Lin, Priya Goyal, Ross Girshick et al. · 2017 · 24.4K citations

Image Classification, Convolutional Neural Network, Image Analysis +15

BranchyNet: Fast inference via early exiting from deep neural networks

Surat Teerapittayanon, Bradley McDanel, H. T. Kung · 2016 · 1.1K citations

Artificial Intelligence, Convolutional Neural Network, Engineering +17

Convolution in Convolution for Network in Network

Yanwei Pang, Manli Sun, Xiaoheng Jiang et al. · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 214 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Randomly translational activation inspired by the input distributions of ReLU

Jiale Cao, Yanwei Pang, Xuelong Li et al. · Neurocomputing · 2017 · 47 citations · Full text

Engineering, Machine Learning, Computational Neuroscience +6