Evelyn J. Mannix

According to our database, Evelyn J. Mannix authored at least 9 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Detecting and recognizing characters in Greek papyri with YOLOv8, DeiT and SimCLR.

Robert Turnbull, Evelyn J. Mannix

Int. J. Document Anal. Recognit., June, 2025

An interpretable approach to automating the assessment of biofouling in video footage.

Evelyn J. Mannix, Bartholomew Woodham

CoRR, March, 2025

ComFe: An Interpretable Head for Vision Transformers.

Evelyn J. Mannix, Liam Hodgkinson, Howard D. Bondell

Trans. Mach. Learn. Res., 2025

Preserving Angles Improves Feature Distillation.

Evelyn J. Mannix, Liam Hodgkinson, Howard D. Bondell

Trans. Mach. Learn. Res., 2025

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

2024

Faithful Label-free Knowledge Distillation.

Evelyn J. Mannix, Liam Hodgkinson, Howard D. Bondell

CoRR, 2024

Scalable and Robust Transformer Decoders for Interpretable Image Classification with Foundation Models.

Evelyn J. Mannix, Howard D. Bondell

CoRR, 2024

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

Cold PAWS: Unsupervised class discovery and the cold-start problem.

Evelyn J. Mannix, Howard D. Bondell

CoRR, 2023