11 citations · 35 across the 11 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 4 cited
Generalized Ternary Connect: End-to-End Learning and Compression of Multiplication-Free Deep Neural Networks
Samyak Parajuli, Aswin Raghavan, Sek Chai
The use of deep neural networks in edge computing devices hinges on the balance between accuracy and complexity of computations. Ternary Connect (TC) \cite{lin2015neural} addresses…
cs.CV2018★ 1 cited
Bootstrapping Deep Neural Networks from Approximate Image Processing Pipelines
Kilho Son, Jesse Hostetler, Sek Chai
Complex image processing and computer vision systems often consist of a processing pipeline of functional modules. We intend to replace parts or all of a target pipeline with deep…
cs.CR2018★ 1 cited
Power-Grid Controller Anomaly Detection with Enhanced Temporal Deep Learning
Zecheng He, Aswin Raghavan, Guangyuan Hu +2
Controllers of security-critical cyber-physical systems, like the power grid, are a very important class of computer systems. Attacks against the control code of a power-grid syste…