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Journal Articles
- 2018
[j1]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:
Bat detective - Deep learning tools for bat acoustic signal detection. PLoS Comput. Biol. 14(3) (2018)
Conference and Workshop Papers
- 2022
- [c4]Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha:
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models. BMVC 2022: 580 - 2021
- [c3]Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha:
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring. ICCV 2021: 10563-10572 - 2014
- [c2]Vassilios Stathopoulos, Veronica Zamora-Gutierrez, Kate E. Jones, Mark A. Girolami:
Bat Call Identification with Gaussian Process Multinomial Probit Regression and a Dynamic Time Warping Kernel. AISTATS 2014: 913-921 - [c1]Oisin Mac Aodha, Vassilios Stathopoulos, Gabriel J. Brostow, Michael Terry, Mark A. Girolami, Kate E. Jones:
Putting the Scientist in the Loop - Accelerating Scientific Progress with Interactive Machine Learning. ICPR 2014: 9-17
Informal and Other Publications
- 2024
- [i5]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:
Leveraging tropical reef, bird and unrelated sounds for superior transfer learning in marine bioacoustics. CoRR abs/2404.16436 (2024) - [i4]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:
Deep learning-based ecological analysis of camera trap images is impacted by training data quality and size. CoRR abs/2408.14348 (2024) - 2023
- [i3]Santiago Martinez Balvanera, Oisin Mac Aodha, Matthew J. Weldy, Holly Pringle, Ella Browning, Kate E. Jones:
Whombat: An open-source annotation tool for machine learning development in bioacoustics. CoRR abs/2308.12688 (2023) - 2022
- [i2]Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha:
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models. CoRR abs/2210.03794 (2022) - 2021
- [i1]Omiros Pantazis, Gabriel J. Brostow, Kate E. Jones, Oisin Mac Aodha:
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring. CoRR abs/2108.06435 (2021)
Coauthor Index
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