Ellen Rushe
Post-Doctoral Researcher
Ellen is a postdoctoral researcher in University College Dublin working on sign language recognition as part of SignON. She completed her PhD at the Insight Centre for Data Analytics in University College Dublin. She also holds a MSc in computer science from UCD and a BA in music technology from Maynooth University. Her research interests include deep learning for data streams and novelty detection.
Publications
2025
Duran, Mat{'i}as, Laurent, Thomas, Rushe, Ellen, Ventresque, Anthony.
2025.
Metamorphic Testing for Pose Estimation Systems.
In: 2025 IEEE Conference on Software Testing, Verification and Validation (ICST).
doi: 10.1109/ICST62969.2025.10988919.
2024
Holmes, R, Rushe, E, Ventresque, A.
2024.
The Key Points: Using Feature Importance to Identify Shortcomings in Sign Language Recognition Models.
In: Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024).
doi: 10.2024.lrec-main.1387.
Connors, W, Rushe, E, Ventresque, A.
2024.
Frisbees and Dogs: Domain Adaptation for Object Detection with Limited Labels in Rugby Data.
doi: 10.3233/FAIA241066.
2023
Hoehing, N, Rushe, E, Ventresque, A.
2023.
What’s left can’t be right – The remaining positional incompetence of contrastive vision-language models.
In: Knowledge and Logical Reasoning in the Era of Data-driven Learning co-located with International Conference on Machine Learning (ICML).
doi: 10.48550/arXiv.2311.11477.
Contact Details
University College Dublin