Cold PAWS: Unsupervised class discovery and the cold-start problem. - Evelyn J. Mannix; Howard D. Bondell (CoRR, 2023)

Improved Prototypical Semi-Supervised Learning with Foundation Models: Prototype Selection, Parametric vMF-SNE Pretraining and Multi-view Pseudolabelling. - Evelyn J. Mannix; Howard D. Bondell (CoRR, 2023)

Scalable and Robust Transformer Decoders for Interpretable Image Classification with Foundation Models. - Evelyn J. Mannix; Howard D. Bondell (CoRR, 2024)

Faithful Label-free Knowledge Distillation. - Evelyn J. Mannix; Liam Hodgkinson; Howard D. Bondell (CoRR, 2024)

A Mixture of Exemplars Approach for Efficient Out-of-Distribution Detection with Foundation Models. - Evelyn J. Mannix; Howard D. Bondell (Trans. Mach. Learn. Res., 2025)

An interpretable approach to automating the assessment of biofouling in video footage. - Evelyn J. Mannix; Bartholomew Woodham (CoRR, 2025)

Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR. - Robert Turnbull; Evelyn J. Mannix (Int. J. Document Anal. Recognit., 2025)