131 citations · 147 across the 14 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019
IFQ-Net: Integrated Fixed-point Quantization Networks for Embedded Vision
Hongxing Gao, Wei Tao, Dongchao Wen +3
Deploying deep models on embedded devices has been a challenging problem since the great success of deep learning based networks. Fixed-point networks, which represent their data w…
cs.CV2019
DupNet: Towards Very Tiny Quantized CNN with Improved Accuracy for Face Detection
Hongxing Gao, Wei Tao, Dongchao Wen +4
Deploying deep learning based face detectors on edge devices is a challenging task due to the limited computation resources. Even though binarizing the weights of a very tiny netwo…
cs.CV2019★ 1 cited
Knowledge Representing: Efficient, Sparse Representation of Prior Knowledge for Knowledge Distillation
Junjie Liu, Dongchao Wen, Hongxing Gao +4
Despite the recent works on knowledge distillation (KD) have achieved a further improvement through elaborately modeling the decision boundary as the posterior knowledge, their per…