| The iWildCam 2021 Competition Dataset S Beery, A Agarwal, E Cole, V Birodkar arXiv preprint arXiv:2105.03494, 2021 | 192 | 2021 |
| Presence-only geographical priors for fine-grained image classification O Mac Aodha, E Cole, P Perona Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 165 | 2019 |
| 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 | 161 | 2021 |
| When Does Contrastive Visual Representation Learning Work? E Cole, X Yang, K Wilber, O Mac Aodha, S Belongie Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 145 | 2022 |
| Multi-Label Learning from Single Positive Labels E Cole, O Mac Aodha, T Lorieul, P Perona, D Morris, N Jojic Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 123* | 2021 |
| Species distribution modeling for machine learning practitioners: A review S Beery, E Cole, J Parker, P Perona, K Winner Proceedings of the 4th ACM SIGCAS Conference on Computing and Sustainable …, 2021 | 77 | 2021 |
| Overview of lifeclef 2022: an evaluation of machine-learning based species identification and species distribution prediction A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ... International Conference of the Cross-Language Evaluation Forum for European …, 2022 | 69 | 2022 |
| Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction A Joly, H Goëau, S Kahl, B Deneu, M Servajean, E Cole, L Picek, ... International Conference of the Cross-Language Evaluation Forum for European …, 2020 | 58 | 2020 |
| Wide-field retinal optical coherence tomography with wavefront sensorless adaptive optics for enhanced imaging of targeted regions J Polans, B Keller, OM Carrasco-Zevallos, F LaRocca, E Cole, ... Biomedical Optics Express 8 (1), 16-37, 2017 | 53 | 2017 |
| Seismic survey noise disrupted fish use of a temperate reef AB Paxton, JC Taylor, DP Nowacek, J Dale, E Cole, CM Voss, ... Marine Policy 78, 68-73, 2017 | 46 | 2017 |
| Statistical models of signal and noise and fundamental limits of segmentation accuracy in retinal optical coherence tomography TB Dubose, D Cunefare, E Cole, P Milanfar, JA Izatt, S Farsiu IEEE transactions on medical imaging 37 (9), 1978-1988, 2017 | 41 | 2017 |
| The GeoLifeCLEF 2020 Dataset E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ... arXiv preprint arXiv:2004.04192, 2020 | 39 | 2020 |
| SyPRID sampler: A large-volume, high-resolution, autonomous, deep-ocean precision plankton sampling system A Billings, C Kaiser, CM Young, LS Hiebert, E Cole, JKS Wagner, ... Deep Sea Research Part II: Topical Studies in Oceanography 137, 297-306, 2017 | 37 | 2017 |
| Enhanced visualization of peripheral retinal vasculature with wavefront sensorless adaptive optics optical coherence tomography angiography in diabetic patients J Polans, D Cunefare, E Cole, B Keller, PS Mettu, SW Cousins, ... Optics Letters 42 (1), 17-20, 2017 | 31 | 2017 |
| Overview of GeoLifeCLEF 2022: Predicting species presence from multi-modal remote sensing, bioclimatic and pedologic data T Lorieul, E Cole, B Deneu, M Servajean, P Bonnet, A Joly CLEF 2022-Conference and Labs of the Evaluation Forum 3180 (155), 1940-1956, 2022 | 24 | 2022 |
| Computational sprinting: Architecture, dynamics, and strategies SM Zahedi, S Fan, M Faw, E Cole, BC Lee ACM Transactions on Computer Systems (TOCS) 34 (4), 1-26, 2017 | 17 | 2017 |
| 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 (ICML), 2023 | 16 | 2023 |
| Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. T Lorieul, E Cole, B Deneu, M Servajean, P Bonnet, A Joly CLEF (Working Notes), 1451-1462, 2021 | 16 | 2021 |
| Lifeclef 2022 teaser: An evaluation of machine-learning based species identification and species distribution prediction A Joly, H Goëau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ... European Conference on Information Retrieval, 390-399, 2022 | 12 | 2022 |
| Overview of LifeCLEF location-based species prediction task 2020 (GeoLifeCLEF) B Deneu, T Lorieul, E Cole, M Servajean, C Botella, P Bonnet, A Joly CEUR-WS, 2020 | 12 | 2020 |
Oisin Mac AodhaReader (Associate Professor), University of EdinburghVerified email at ed.ac.uk
