Elijah Cole

44 papers A* 9C 2Journal 21Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Closer Look at Benchmarking Self-supervised Pre-training with Image Classification.
Int. J. Comput. Vis.
Markus Marks, Manuel Knott, Neehar Kondapaneni, Elijah Cole, Thijs Defraeye, Fernando Pérez-Cruz, Pietro Perona
2025 A* conf
Feedforward Few-shot Species Range Estimation.
ICML
Christian Lange, Max Hamilton, Elijah Cole, Alexander Shepard, Samuel Heinrich, Angela Zhu, Subhransu Maji, Grant Van Horn, Oisin Mac Aodha
2025 J jnl
Few-shot Species Range Estimation.
CoRR
Christian Lange, Max Hamilton, Elijah Cole, Alexander Shepard, Samuel Heinrich, Angela Zhu, Subhransu Maji, Grant Van Horn, Oisin Mac Aodha
2024 J jnl
A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification.
CoRR
Markus Marks, Manuel Knott, Neehar Kondapaneni, Elijah Cole, Thijs Defraeye, Fernando Pérez-Cruz, Pietro Perona
2024 A* conf
Combining Observational Data and Language for Species Range Estimation.
NeurIPS
Max Hamilton, Christian Lange, Elijah Cole, Alexander Shepard, Samuel Heinrich, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji
2024 J jnl
Combining Observational Data and Language for Species Range Estimation.
CoRR
Max Hamilton, Christian Lange, Elijah Cole, Alexander Shepard, Samuel Heinrich, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji
2024 A* conf
From Coarse to Fine-Grained Open-Set Recognition.
CVPR
Nico Lang, Vésteinn Snæbjarnarson, Elijah Cole, Oisin Mac Aodha, Christian Igel, Serge J. Belongie
2024 J jnl
WildSAT: Learning Satellite Image Representations from Wildlife Observations.
CoRR
Rangel Daroya, Elijah Cole, Oisin Mac Aodha, Grant Van Horn, Subhransu Maji
2023 A* conf
Active Learning-Based Species Range Estimation.
NeurIPS
Christian Lange, Elijah Cole, Grant Van Horn, Oisin Mac Aodha
2023 J jnl
Active Learning-Based Species Range Estimation.
CoRR
Christian Lange, Elijah Cole, Grant Van Horn, Oisin Mac Aodha
2023 J jnl
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration.
CoRR
Rupa Kurinchi-Vendhan, Drew Gray, Elijah Cole
2023 — conf
LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges.
ECIR (3)
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
2023 A* conf
Spatial Implicit Neural Representations for Global-Scale Species Mapping.
ICML
Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha
2023 J jnl
Spatial Implicit Neural Representations for Global-Scale Species Mapping.
CoRR
Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha
2023 J jnl
Teaching Computer Vision for Ecology.
CoRR
Elijah Cole, Suzanne Stathatos, Björn Lütjens, Tarun Sharma, Justin Kay, Jason R. Parham, Benjamin Kellenberger, Sara Beery
2023 — conf
Understanding Label Bias in Single Positive Multi-Label Learning.
Tiny Papers @ ICLR
Julio Arroyo, Pietro Perona, Elijah Cole
2023 J jnl
Understanding Label Bias in Single Positive Multi-Label Learning.
CoRR
Julio Arroyo, Pietro Perona, Elijah Cole
2022 — conf
LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
ECIR (2)
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
2022 — conf
On Label Granularity and Object Localization.
ECCV (10)
Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha
2022 J jnl
On Label Granularity and Object Localization.
CoRR
Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha
2022 — conf
Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.
CLEF (Working Notes)
Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2022 — conf
Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
CLEF
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
2022 C conf
Training Techniques for Presence-Only Habitat Suitability Mapping with Deep Learning.
IGARSS
Benjamin Kellenberger, Elijah Cole, Diego Marcos, Devis Tuia
2022 A* conf
When Does Contrastive Visual Representation Learning Work?
CVPR
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie
2021 A* conf
Benchmarking Representation Learning for Natural World Image Collections.
CVPR
Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha
2021 J jnl
Benchmarking Representation Learning for Natural World Image Collections.
CoRR
Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha
2021 — conf
LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.
ECIR (2)
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
2021 A* conf
Multi-Label Learning From Single Positive Labels.
CVPR
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
2021 J jnl
Multi-Label Learning from Single Positive Labels.
CoRR
Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic
2021 — conf
Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.
CLEF (Working Notes)
Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly
2021 — conf
Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.
CLEF
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
2021 C conf
Species Distribution Modeling for Machine Learning Practitioners: A Review.
COMPASS
Sara Beery, Elijah Cole, Joseph Parker, Pietro Perona, Kevin Winner
2021 J jnl
Species Distribution Modeling for Machine Learning Practitioners: A Review.
CoRR
Sara Beery, Elijah Cole, Joseph Parker, Pietro Perona, Kevin Winner
2021 J jnl
The iWildCam 2021 Competition Dataset.
CoRR
Sara Beery, Arushi Agarwal, Elijah Cole, Vighnesh Birodkar
2021 J jnl
When Does Contrastive Visual Representation Learning Work?
CoRR
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie
2020 — conf
LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges.
ECIR (2)
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
2020 — conf
Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.
CLEF
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
2020 — conf
Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).
CLEF (Working Notes)
Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly
2020 J jnl
The GeoLifeCLEF 2020 Dataset.
CoRR
Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly
2020 J jnl
The iWildCam 2020 Competition Dataset.
CoRR
Sara Beery, Elijah Cole, Arvi Gjoka
2019 A* conf
Presence-Only Geographical Priors for Fine-Grained Image Classification.
ICCV
Oisin Mac Aodha, Elijah Cole, Pietro Perona
2019 J jnl
Presence-Only Geographical Priors for Fine-Grained Image Classification.
CoRR
Oisin Mac Aodha, Elijah Cole, Pietro Perona
2018 J jnl
Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography.
IEEE Trans. Medical Imaging
Theodore B. Dubose, David Cunefare, Elijah Cole, Peyman Milanfar, Joseph A. Izatt, Sina Farsiu
2017 J jnl
Computational Sprinting: Architecture, Dynamics, and Strategies.
ACM Trans. Comput. Syst.
Seyed Majid Zahedi, Songchun Fan, Matthew Faw, Elijah Cole, Benjamin C. Lee