Angus Galloway

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Semantic Segmentation

Top Venues

Trans. Mach. Learn. Res.

Publications

Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
Bounding generalization error with input compression: An empirical study with infinite-width networks. Trans. Mach. Learn. Res. 2023 (2023)
Angus Galloway, Anna Golubeva, Mahmoud Salem, Mihai Nica, Yani A. Ioannou, Graham W. Taylor
Bounding generalization error with input compression: An empirical study with infinite-width networks. CoRR (2022)
Mohammed Adnan, Yani A. Ioannou, Chuan-Yung Tsai, Angus Galloway, Hamid R. Tizhoosh, Graham W. Taylor
Monitoring Shortcut Learning using Mutual Information. CoRR (2022)
Angus Galloway, Anna Golubeva, Thomas Tanay, Medhat Moussa, Graham W. Taylor
Batch Normalization is a Cause of Adversarial Vulnerability. CoRR (2019)
Angus Galloway, Anna Golubeva, Graham W. Taylor
Adversarial Examples as an Input-Fault Tolerance Problem. CoRR (2018)
Angus Galloway, Graham W. Taylor, Medhat Moussa
Predicting Adversarial Examples with High Confidence. CoRR (2018)
Angus Galloway, Graham W. Taylor, Medhat Moussa
Attacking Binarized Neural Networks. ICLR (Poster) (2018)
Angus Galloway, Thomas Tanay, Graham W. Taylor
Adversarial Training Versus Weight Decay. CoRR (2018)
Angus Galloway, Graham W. Taylor, Medhat Moussa
Attacking Binarized Neural Networks. CoRR (2017)
Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. CRV (2017)
Angus Galloway, Graham W. Taylor, Aaron Ramsay, Medhat Moussa
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment. CoRR (2017)