no code implementations • WS 2018 • Alex Tozzo, Dejan Jovanovi{\'c}, Mohamed Amer
We present a novel approach for event extraction and abstraction from movie descriptions.
no code implementations • ICLR 2018 • Mohamed Amer, Aswin Raghavan, Graham W. Taylor, Sek Chai
Our key idea is to control the expressive power of the network by dynamically quantizing the range and set of values that the parameters can take.
no code implementations • 16 Aug 2017 • Aswin Raghavan, Mohamed Amer, Sek Chai, Graham Taylor
The parameters of neural networks are usually unconstrained and have a dynamic range dispersed over all real values.
no code implementations • 27 Mar 2017 • Aswin Raghavan, Mohamed Amer, Timothy Shields, David Zhang, Sek Chai
GPU activity prediction is an important and complex problem.
no code implementations • 24 Mar 2017 • Sek Chai, Aswin Raghavan, David Zhang, Mohamed Amer, Tim Shields
In this paper, we present a unique approach using lower precision weights for more efficient and faster training phase.