Search Results for author: Zana Rashidi

Found 2 papers, 1 papers with code

Adaptive Momentum Coefficient for Neural Network Optimization

1 code implementation4 Jun 2020 Zana Rashidi, Kasra Ahmadi K. A., Aijun An, Xiaogang Wang

We propose a novel and efficient momentum-based first-order algorithm for optimizing neural networks which uses an adaptive coefficient for the momentum term.

Decoupling the Layers in Residual Networks

no code implementations ICLR 2018 Ricky Fok, Aijun An, Zana Rashidi, Xiaogang Wang

We propose a Warped Residual Network (WarpNet) using a parallelizable warp operator for forward and backward propagation to distant layers that trains faster than the original residual neural network.

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