Gradient Weighted Superpixels for Interpretability in CNNs. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis; A. David Marshall (CoRR, 2019)

Explaining Failure: Investigation of Surprise and Expectation in CNNs. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis; A. David Marshall (CVPR Workshops, 2020)

Jitter-CAM: Improving the Spatial Resolution of CAM-Based Explanations. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis; A. David Marshall (BMVC, 2021)

SWAG: Superpixels Weighted by Average Gradients for Explanations of CNNs. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis; A. David Marshall (WACV, 2021)

SWAG-V: Explanations for Video using Superpixels Weighted by Average Gradients. - Thomas Hartley; Kirill A. Sidorov; Christopher Willis; A. David Marshall (WACV, 2022)