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cs.CV2025★ 1 cited
An interpretable approach to automating the assessment of biofouling in video footage
Evelyn J. Mannix, Bartholomew A. Woodham
Biofouling$\unicode{x2013}$communities of organisms that grow on hard surfaces immersed in water$\unicode{x2013}$provides a pathway for the spread of invasive marine species and di…
cs.CV2024
Preserving Angles Improves Feature Distillation
Evelyn J. Mannix, Liam Hodgkinson, Howard Bondell
Knowledge distillation methods compress models by training a student network using the classification outputs of a high quality teacher model, but can fail to effectively transfer…