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Elijah Cole
Person information
- affiliation: Duke University, Durham, NC, USA
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2020 – today
- 2023
- [c21]Alexis Joly
, Hervé Goëau
, Stefan Kahl
, Lukás Picek
, Christophe Botella
, Diego Marcos
, Milan Sulc
, Marek Hrúz
, Titouan Lorieul
, Sara Si-Moussi, Maximilien Servajean
, Benjamin Kellenberger
, Elijah Cole
, Andrew Durso
, Hervé Glotin
, Robert Planqué
, Willem-Pier Vellinga
, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet
, Henning Müller
:
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges. ECIR (3) 2023: 568-576 - [c20]Julio Arroyo, Pietro Perona, Elijah Cole:
Understanding Label Bias in Single Positive Multi-Label Learning. Tiny Papers @ ICLR 2023 - [c19]Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha:
Spatial Implicit Neural Representations for Global-Scale Species Mapping. ICML 2023: 6320-6342 - [c18]Christian Lange, Elijah Cole, Grant Van Horn, Oisin Mac Aodha:
Active Learning-Based Species Range Estimation. NeurIPS 2023 - [i14]Elijah Cole, Suzanne Stathatos, Björn Lütjens, Tarun Sharma, Justin Kay, Jason Parham, Benjamin Kellenberger, Sara Beery:
Teaching Computer Vision for Ecology. CoRR abs/2301.02211 (2023) - [i13]Julio Arroyo, Pietro Perona, Elijah Cole:
Understanding Label Bias in Single Positive Multi-Label Learning. CoRR abs/2305.15584 (2023) - [i12]Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha:
Spatial Implicit Neural Representations for Global-Scale Species Mapping. CoRR abs/2306.02564 (2023) - [i11]Christian Lange, Elijah Cole, Grant Van Horn, Oisin Mac Aodha:
Active Learning-Based Species Range Estimation. CoRR abs/2311.02061 (2023) - [i10]Rupa Kurinchi-Vendhan, Drew Gray, Elijah Cole:
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration. CoRR abs/2311.13661 (2023) - 2022
- [c17]Alexis Joly
, Hervé Goëau
, Stefan Kahl
, Lukás Picek
, Titouan Lorieul
, Elijah Cole
, Benjamin Deneu
, Maximilien Servajean
, Andrew Durso
, Hervé Glotin
, Robert Planqué
, Willem-Pier Vellinga
, Amanda Navine
, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet
, Milan Sulc, Marek Hrúz
:
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2022: 257-285 - [c16]Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly:
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data. CLEF (Working Notes) 2022: 1940-1956 - [c15]Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie:
When Does Contrastive Visual Representation Learning Work? CVPR 2022: 1-10 - [c14]Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni
, Pietro Perona, Serge J. Belongie
, Andrew G. Howard, Oisin Mac Aodha:
On Label Granularity and Object Localization. ECCV (10) 2022: 604-620 - [c13]Alexis Joly
, Hervé Goëau
, Stefan Kahl
, Lukás Picek
, Titouan Lorieul
, Elijah Cole
, Benjamin Deneu
, Maximilien Servajean
, Andrew Durso
, Isabelle Bolon
, Hervé Glotin
, Robert Planqué
, Willem-Pier Vellinga
, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet
, Henning Müller
, Milan Sulc
:
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. ECIR (2) 2022: 390-399 - [c12]Benjamin Kellenberger, Elijah Cole, Diego Marcos, Devis Tuia:
Training Techniques for Presence-Only Habitat Suitability Mapping with Deep Learning. IGARSS 2022: 5085-5088 - [i9]Elijah Cole, Kimberly Wilber
, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha:
On Label Granularity and Object Localization. CoRR abs/2207.10225 (2022) - 2021
- [c11]Alexis Joly
, Hervé Goëau
, Stefan Kahl
, Lukás Picek
, Titouan Lorieul
, Elijah Cole
, Benjamin Deneu
, Maximilien Servajean
, Andrew Durso
, Isabelle Bolon
, Hervé Glotin
, Robert Planqué
, Rafael Luis Ruiz De Castaneda
, Willem-Pier Vellinga
, Holger Klinck, Tom Denton, Ivan Eggel, Pierre Bonnet
, Henning Müller
:
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction. CLEF 2021: 371-393 - [c10]Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly:
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images. CLEF (Working Notes) 2021: 1451-1462 - [c9]Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic:
Multi-Label Learning From Single Positive Labels. CVPR 2021: 933-942 - [c8]Grant Van Horn, Elijah Cole, Sara Beery
, Kimberly Wilber, Serge J. Belongie
, Oisin Mac Aodha:
Benchmarking Representation Learning for Natural World Image Collections. CVPR 2021: 12884-12893 - [c7]Sara Beery
, Elijah Cole, Joseph Parker, Pietro Perona, Kevin Winner:
Species Distribution Modeling for Machine Learning Practitioners: A Review. COMPASS 2021: 329-348 - [c6]Alexis Joly
, Hervé Goëau
, Elijah Cole
, Stefan Kahl, Lukás Picek
, Hervé Glotin
, Benjamin Deneu
, Maximilien Servajean
, Titouan Lorieul
, Willem-Pier Vellinga, Pierre Bonnet
, Andrew Durso
, Rafael Luis Ruiz De Castaneda
, Ivan Eggel, Henning Müller
:
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2021: 601-607 - [i8]Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha:
Benchmarking Representation Learning for Natural World Image Collections. CoRR abs/2103.16483 (2021) - [i7]Sara Beery, Arushi Agarwal, Elijah Cole, Vighnesh Birodkar:
The iWildCam 2021 Competition Dataset. CoRR abs/2105.03494 (2021) - [i6]Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie:
When Does Contrastive Visual Representation Learning Work? CoRR abs/2105.05837 (2021) - [i5]Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic:
Multi-Label Learning from Single Positive Labels. CoRR abs/2106.09708 (2021) - [i4]Sara Beery, Elijah Cole, Joseph Parker, Pietro Perona, Kevin Winner:
Species Distribution Modeling for Machine Learning Practitioners: A Review. CoRR abs/2107.10400 (2021) - 2020
- [c5]Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly:
Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF). CLEF (Working Notes) 2020 - [c4]Alexis Joly
, Hervé Goëau
, Stefan Kahl, Benjamin Deneu
, Maximilien Servajean
, Elijah Cole
, Lukás Picek
, Rafael Luis Ruiz De Castañeda
, Isabelle Bolon
, Andrew Durso
, Titouan Lorieul
, Christophe Botella
, Hervé Glotin
, Julien Champ
, Ivan Eggel, Willem-Pier Vellinga, Pierre Bonnet
, Henning Müller
:
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction. CLEF 2020: 342-363 - [c3]Alexis Joly
, Hervé Goëau
, Stefan Kahl, Christophe Botella
, Rafael Luis Ruiz De Castaneda
, Hervé Glotin
, Elijah Cole
, Julien Champ
, Benjamin Deneu
, Maximilien Servajean
, Titouan Lorieul
, Willem-Pier Vellinga, Fabian-Robert Stöter
, Andrew Durso
, Pierre Bonnet
, Henning Müller
:
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges. ECIR (2) 2020: 542-549 - [i3]Elijah Cole, Benjamin Deneu, Titouan Lorieul
, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet
, Alexis Joly:
The GeoLifeCLEF 2020 Dataset. CoRR abs/2004.04192 (2020) - [i2]Sara Beery, Elijah Cole, Arvi Gjoka:
The iWildCam 2020 Competition Dataset. CoRR abs/2004.10340 (2020)
2010 – 2019
- 2019
- [c2]Oisin Mac Aodha, Elijah Cole, Pietro Perona:
Presence-Only Geographical Priors for Fine-Grained Image Classification. ICCV 2019: 9595-9605 - [i1]Oisin Mac Aodha, Elijah Cole
, Pietro Perona:
Presence-Only Geographical Priors for Fine-Grained Image Classification. CoRR abs/1906.05272 (2019) - 2018
- [j2]Theodore B. Dubose
, David Cunefare
, Elijah Cole
, Peyman Milanfar, Joseph A. Izatt, Sina Farsiu:
Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography. IEEE Trans. Medical Imaging 37(9): 1978-1988 (2018) - 2017
- [j1]Seyed Majid Zahedi, Songchun Fan, Matthew Faw, Elijah Cole
, Benjamin C. Lee:
Computational Sprinting: Architecture, Dynamics, and Strategies. ACM Trans. Comput. Syst. 34(4): 12:1-12:26 (2017) - 2015
- [c1]Martin A. Brooke
, Eli Cole
, Julian Dale, Anshuman Prasad, Henry Quach, Becca Bau, Douglas Nowacek, Eeshan Bhatt:
An ocean sensor for measuring the seawater electrochemical response of 8 metals referenced to zinc, for determining ocean pH. ICST 2015: 147-150
Coauthor Index
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last updated on 2024-07-25 20:19 CEST by the dblp team
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