Kate E. Jones

According to our database, Kate E. Jones authored at least 8 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Deep learning-based ecological analysis of camera trap images is impacted by training data quality and size.

Omiros Pantazis, Peggy Bevan, Holly Pringle, Guilherme Braga Ferreira, Daniel J. Ingram, Emily Madsen, Liam Thomas, Dol Raj Thanet, Thakur Silwal, Santosh Rayamajhi, Gabriel J. Brostow, Oisin Mac Aodha, Kate E. Jones

CoRR, 2024

Leveraging tropical reef, bird and unrelated sounds for superior transfer learning in marine bioacoustics.

Ben Williams, Bart van Merriënboer, Vincent Dumoulin, Jenny Hamer, Eleni Triantafillou, Abram B. Fleishman, Matthew McKown, Jill E. Munger, Aaron N. Rice, Ashlee Lillis, Clemency E. White, Catherine A. D. Hobbs, Tries B. Razak, Kate E. Jones, Tom Denton

CoRR, 2024

2023

Whombat: An open-source annotation tool for machine learning development in bioacoustics.

Santiago Martinez Balvanera, Oisin Mac Aodha, Matthew J. Weldy, Holly Pringle, Ella Browning, Kate E. Jones

CoRR, 2023

2022

SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models.

Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring.

Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2018

Bat detective - Deep learning tools for bat acoustic signal detection.

Oisin Mac Aodha, Rory Gibb, Kate E. Barlow, Ella Browning, Michael Firman, Robin Freeman, Briana Harder, Libby Kinsey, Gary R. Mead, Stuart E. Newson, Ivan Pandourski, Stuart Parsons, Jon Russ, Abigel Szodoray-Paradi, Farkas Szodoray-Paradi, Elena Tilova, Mark A. Girolami, Gabriel J. Brostow, Kate E. Jones

PLoS Comput. Biol., 2018

2014

Putting the Scientist in the Loop - Accelerating Scientific Progress with Interactive Machine Learning.

Oisin Mac Aodha, Vassilios Stathopoulos, Gabriel J. Brostow, Michael Terry, Mark A. Girolami, Kate E. Jones

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel.

Vassilios Stathopoulos, Veronica Zamora-Gutierrez, Kate E. Jones, Mark A. Girolami

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014