Search Results for author: Ye Henry Tian

Found 2 papers, 2 papers with code

Accelerating Training using Tensor Decomposition

1 code implementation10 Sep 2019 Mostafa Elhoushi, Ye Henry Tian, Zihao Chen, Farhan Shafiq, Joey Yiwei Li

In our approach, we train the model from scratch (i. e., randomly initialized weights) with its original architecture for a small number of epochs, then the model is decomposed, and then continue training the decomposed model till the end.

Tensor Decomposition

DeepShift: Towards Multiplication-Less Neural Networks

1 code implementation30 May 2019 Mostafa Elhoushi, Zihao Chen, Farhan Shafiq, Ye Henry Tian, Joey Yiwei Li

This family of neural network architectures (that use convolutional shifts and fully connected shifts) is referred to as DeepShift models.

Edge-computing Quantization

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