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Elijah Cole
Elijah Cole
Other namesEli Cole
AI/ML Research Scientist at Altos Labs
Verified email at altoslabs.com - Homepage
Title
Cited by
Cited by
Year
The iWildCam 2021 Competition Dataset
S Beery, A Agarwal, E Cole, V Birodkar
arXiv preprint arXiv:2105.03494, 2021
1512021
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
1322019
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
1222021
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
1202022
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
86*2021
Overview of lifeclef 2022: an evaluation of machine-learning based species identification and species distribution prediction
A Joly, H GoŽau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
International Conference of the Cross-Language Evaluation Forum for European†…, 2022
592022
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction
A Joly, H GoŽau, S Kahl, B Deneu, M Servajean, E Cole, L Picek, ...
International Conference of the Cross-Language Evaluation Forum for European†…, 2020
552020
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
542021
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
482017
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
412017
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
412017
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
352017
The GeoLifeCLEF 2020 Dataset
E Cole, B Deneu, T Lorieul, M Servajean, C Botella, D Morris, N Jojic, ...
arXiv preprint arXiv:2004.04192, 2020
342020
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
292017
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
172022
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
172017
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
132021
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
122020
Lifeclef 2022 teaser: An evaluation of machine-learning based species identification and species distribution prediction
A Joly, H GoŽau, S Kahl, L Picek, T Lorieul, E Cole, B Deneu, ...
European Conference on Information Retrieval, 390-399, 2022
102022
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
72023
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