Search Results for author: Mohammad Ghasemzadeh

Found 3 papers, 1 papers with code

AgileNet: Lightweight Dictionary-based Few-shot Learning

no code implementations21 May 2018 Mohammad Ghasemzadeh, Fang Lin, Bita Darvish Rouhani, Farinaz Koushanfar, Ke Huang

The success of deep learning models is heavily tied to the use of massive amount of labeled data and excessively long training time.

Few-Shot Learning

ResBinNet: Residual Binary Neural Network

no code implementations ICLR 2018 Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar

Recent efforts on training light-weight binary neural networks offer promising execution/memory efficiency.

Binarization

ReBNet: Residual Binarized Neural Network

1 code implementation3 Nov 2017 Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar

We show that the state-of-the-art methods for optimizing binary networks accuracy, significantly increase the implementation cost and complexity.

Binarization General Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.