Angus Galloway

12 papers Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Underwater Image Enhancement and Object Detection: Are Poor Object Detection Results On Enhanced Images Due to Missing Human Labels?
WACV (Workshops)
Evan Lucas, Ali Awad, Anthony Geglio, Ashraf Saleem, Shadi Moradi, Timothy C. Havens, Angus Galloway, Sidike Paheding
2023 J jnl
Bounding generalization error with input compression: An empirical study with infinite-width networks.
Trans. Mach. Learn. Res.
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
2022 J jnl
Bounding generalization error with input compression: An empirical study with infinite-width networks.
CoRR
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
2022 J jnl
Monitoring Shortcut Learning using Mutual Information.
CoRR
Mohammed Adnan, Yani A. Ioannou, Chuan-Yung Tsai, Angus Galloway, Hamid R. Tizhoosh, Graham W. Taylor
2019 J jnl
Batch Normalization is a Cause of Adversarial Vulnerability.
CoRR
Angus Galloway, Anna Golubeva, Thomas Tanay, Medhat Moussa, Graham W. Taylor
2018 J jnl
Adversarial Examples as an Input-Fault Tolerance Problem.
CoRR
Angus Galloway, Anna Golubeva, Graham W. Taylor
2018 J jnl
Adversarial Training Versus Weight Decay.
CoRR
Angus Galloway, Thomas Tanay, Graham W. Taylor
2018 — conf
Attacking Binarized Neural Networks.
ICLR (Poster)
Angus Galloway, Graham W. Taylor, Medhat Moussa
2018 J jnl
Predicting Adversarial Examples with High Confidence.
CoRR
Angus Galloway, Graham W. Taylor, Medhat Moussa
2017 J jnl
Attacking Binarized Neural Networks.
CoRR
Angus Galloway, Graham W. Taylor, Medhat Moussa
2017 — conf
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment.
CRV
Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa
2017 J jnl
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment.
CoRR
Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa