Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel. - Vassilios Stathopoulos 003; Veronica Zamora-Gutierrez; Kate E. Jones; Mark A. Girolami (AISTATS, 2014)

Putting the Scientist in the Loop - Accelerating Scientific Progress with Interactive Machine Learning. - Oisin Mac Aodha; Vassilios Stathopoulos 003; Gabriel J. Brostow; Michael Terry; Mark A. Girolami; Kate E. Jones (ICPR, 2014)

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; et al. (PLoS Comput. Biol., 2018)

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring. - Omiros Pantazis; Gabriel J. Brostow; Kate E. Jones; Oisin Mac Aodha (ICCV, 2021)

SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models. - Omiros Pantazis; Gabriel J. Brostow; Kate E. Jones; Oisin Mac Aodha (BMVC, 2022)

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)

INQUIRE: A Natural World Text-to-Image Retrieval Benchmark. - Edward Vendrow; Omiros Pantazis; Alexander Shepard; Gabriel J. Brostow; Kate E. Jones; Oisin Mac Aodha; Sara Beery; Grant Van Horn (NeurIPS, 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; et al. (CoRR, 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; et al. (CoRR, 2024)

acoupi: An Open-Source Python Framework for Deploying Bioacoustic AI Models on Edge Devices. - Aude Vuilliomenet; Santiago Martinez Balvanera; Oisin Mac Aodha; Kate E. Jones; Duncan Wilson (CoRR, 2025)