A Unified Approximation Framework for Compressing and Accelerating Deep Neural Networks

26 Jul 2018Yuzhe MaRan ChenWei LiFanhua ShangWenjian YuMinsik ChoBei Yu

Deep neural networks (DNNs) have achieved significant success in a variety of real world applications, i.e., image classification. However, tons of parameters in the networks restrict the efficiency of neural networks due to the large model size and the intensive computation... (read more)

PDF Abstract


No code implementations yet. Submit your code now

Results from the Paper

  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.

Methods used in the Paper