54 citations · 76 across the 2 of their papers we have counts for
3 papers
Batch Normalization is a Cause of Adversarial Vulnerability
Angus Galloway, Anna Golubeva, Thomas Tanay +2
Batch normalization (batch norm) is often used in an attempt to stabilize and accelerate training in deep neural networks. In many cases it indeed decreases the number of parameter…
Attacking Binarized Neural Networks
Angus Galloway, Graham W. Taylor, Medhat Moussa
Neural networks with low-precision weights and activations offer compelling efficiency advantages over their full-precision equivalents. The two most frequently discussed benefits…
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment
Angus Galloway, Graham W. Taylor, Aaron Ramsay +1
An original dataset for semantic segmentation, Ciona17, is introduced, which to the best of the authors' knowledge, is the first dataset of its kind with pixel-level annotations pe…