INQUIRE: A Natural World Text-to-Image Retrieval Benchmark
Edward Vendrow, Omiros Pantazis, Alexander Shepard, Gabriel Brostow, Kate Jones, Oisin Mac Aodha, Sara Beery, Grant Van Horn
NeurIPS 2024 [project] [code]
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 Brostow, Oisin Mac Aodha, Kate Jones
Under Review [paper]
SVL-Adapter: Self-Supervised Adapter for Vision-Language Pretrained Models
Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha
BMVC 2022 [paper] [code] [video]
Matching Multiple Perspectives for Efficient Representation Learning
Omiros Pantazis, Mathew Salvaris
ECCVW 2022 [paper]
Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring
Omiros Pantazis, Gabriel Brostow, Kate Jones, Oisin Mac Aodha
ICCV 2021 [paper] [code] [video]
The Game Performance Index for Mobile Phones
Hesham Dar, James Kwan, Yang Liu, Omiros Pantazis, Robert Sharp (Samsung Research UK)
arXiv 2020 [paper]