Angus Galloway

According to our database, Angus Galloway authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Bounding generalization error with input compression: An empirical study with infinite-width networks.

Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor

Trans. Mach. Learn. Res., 2023

2022

Monitoring Shortcut Learning using Mutual Information.

Mohammed Adnan, Yani A. Ioannou, Chuan-Yung Tsai, Angus Galloway, Hamid R. Tizhoosh, Graham W. Taylor

CoRR, 2022

2019

Batch Normalization is a Cause of Adversarial Vulnerability.

Angus Galloway, Anna Golubeva, Thomas Tanay, Medhat Moussa, Graham W. Taylor

CoRR, 2019

2018

Adversarial Examples as an Input-Fault Tolerance Problem.

Angus Galloway, Anna Golubeva, Graham W. Taylor

CoRR, 2018

Adversarial Training Versus Weight Decay.

Angus Galloway, Thomas Tanay, Graham W. Taylor

CoRR, 2018

Predicting Adversarial Examples with High Confidence.

Angus Galloway, Graham W. Taylor, Medhat Moussa

CoRR, 2018

Attacking Binarized Neural Networks.

Angus Galloway, Graham W. Taylor, Medhat Moussa

Proceedings of the 6th International Conference on Learning Representations, 2018

2017

The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment.

Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa

Proceedings of the 14th Conference on Computer and Robot Vision, 2017