| Unsupervised monocular depth estimation with left-right consistency C Godard, O Mac Aodha, GJ Brostow 2017 IEEE conference on computer vision and pattern recognition (CVPR), 6602 …, 2017 | 4637 | 2017 |
| Digging into self-supervised monocular depth estimation C Godard, O Mac Aodha, M Firman, GJ Brostow Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 4052 | 2019 |
| The inaturalist species classification and detection dataset G Van Horn, O Mac Aodha, Y Song, Y Cui, C Sun, A Shepard, H Adam, ... Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018 | 3075* | 2018 |
| Fine-grained image analysis with deep learning: A survey XS Wei, YZ Song, O Mac Aodha, J Wu, Y Peng, J Tang, J Yang, ... IEEE transactions on pattern analysis and machine intelligence 44 (12), 8927 …, 2021 | 701 | 2021 |
| The temporal opportunist: Self-supervised multi-frame monocular depth J Watson, O Mac Aodha, V Prisacariu, G Brostow, M Firman 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2021 | 541 | 2021 |
| Bat detective—Deep learning tools for bat acoustic signal detection O Mac Aodha, R Gibb, KE Barlow, E Browning, M Firman, R Freeman, ... PLoS computational biology 14 (3), e1005995, 2018 | 343 | 2018 |
| Benchmarking representation learning for natural world image collections G Van Horn, E Cole, S Beery, K Wilber, S Belongie, O Mac Aodha Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021 | 338 | 2021 |
| Presence-only geographical priors for fine-grained image classification O Mac Aodha, E Cole, P Perona 2019 IEEE/CVF international conference on computer vision (ICCV), 9595-9605, 2019 | 289 | 2019 |
| Hierarchical subquery evaluation for active learning on a graph O Mac Aodha, NDF Campbell, J Kautz, GJ Brostow Proceedings of the IEEE conference on computer vision and pattern …, 2014 | 275 | 2014 |
| Self-supervised multimodal learning: A survey Y Zong, O Mac Aodha, TM Hospedales IEEE Transactions on Pattern Analysis and Machine Intelligence 47 (7), 5299-5318, 2024 | 266 | 2024 |
| Patch based synthesis for single depth image super-resolution O Mac Aodha, NDF Campbell, A Nair, GJ Brostow European conference on computer vision, 71-84, 2012 | 258 | 2012 |
| Structured prediction of unobserved voxels from a single depth image M Firman, O Mac Aodha, S Julier, GJ Brostow Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 232* | 2016 |
| Multi-label learning from single positive labels E Cole, O Mac Aodha, T Lorieul, P Perona, D Morris, N Jojic arXiv preprint arXiv:2106.09708, 2021 | 213 | 2021 |
| When does contrastive visual representation learning work? E Cole, X Yang, K Wilber, O Mac Aodha, S Belongie 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2022 | 204 | 2022 |
| The potential for AI to revolutionize conservation: a horizon scan SA Reynolds, S Beery, N Burgess, M Burgman, SHM Butchart, SJ Cooke, ... Trends in ecology & evolution 40 (2), 191-207, 2025 | 150 | 2025 |
| Learning a confidence measure for optical flow O Mac Aodha, A Humayun, M Pollefeys, GJ Brostow IEEE transactions on pattern analysis and machine intelligence 35 (5), 1107-1120, 2012 | 137 | 2012 |
| Harnessing artificial intelligence to fill global shortfalls in biodiversity knowledge LJ Pollock, J Kitzes, S Beery, KM Gaynor, MA Jarzyna, O Mac Aodha, ... Nature Reviews Biodiversity 1 (3), 166-182, 2025 | 117* | 2025 |
| Spatial implicit neural representations for global-scale species mapping E Cole, G Van Horn, C Lange, A Shepard, P Leary, P Perona, S Loarie, ... International conference on machine learning, 6320-6342, 2023 | 115 | 2023 |
| Teaching categories to human learners with visual explanations O Mac Aodha, S Su, Y Chen, P Perona, Y Yue 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 3820-3828, 2018 | 105* | 2018 |
| Learning stereo from single images J Watson, OM Aodha, D Turmukhambetov, GJ Brostow, M Firman European Conference on Computer Vision, 722-740, 2020 | 102 | 2020 |
Gabriel BrostowProfessor of Computer Science, University College LondonVerified email at cs.ucl.ac.uk
