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06/09/2021
Deep Tiny Network for Recognition-Oriented Face Image Quality Assessment
Face recognition has made significant progress in recent years due to de...
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04/03/2019
Correlation Congruence for Knowledge Distillation
Most teacher-student frameworks based on knowledge distillation (KD) dep...
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03/28/2019
ThunderNet: Towards Real-time Generic Object Detection
Real-time generic object detection on mobile platforms is a crucial but ...
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04/10/2018
Loss Rank Mining: A General Hard Example Mining Method for Real-time Detectors
Modern object detectors usually suffer from low accuracy issues, as fore...
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03/27/2018
Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions
Depthwise convolutions provide significant performance benefits owing to...
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03/24/2018
Merging and Evolution: Improving Convolutional Neural Networks for Mobile Applications
Compact neural networks are inclined to exploit "sparsely-connected" con...
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02/11/2018
FD-MobileNet: Improved MobileNet with a Fast Downsampling Strategy
We present Fast-Downsampling MobileNet (FD-MobileNet), an efficient and ...
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05/05/2017