Elijah Cole

According to our database, Elijah Cole authored at least 28 papers between 2015 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration.

Rupa Kurinchi-Vendhan, Drew Gray, Elijah Cole

CoRR, 2023

Teaching Computer Vision for Ecology.

Elijah Cole, Suzanne Stathatos, Björn Lütjens, Tarun Sharma, Justin Kay, Jason Parham, Benjamin Kellenberger, Sara Beery

CoRR, 2023

Active Learning-Based Species Range Estimation.

Christian Lange, Elijah Cole, Grant Van Horn, Oisin Mac Aodha

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Spatial Implicit Neural Representations for Global-Scale Species Mapping.

Elijah Cole, Grant Van Horn, Christian Lange, Alexander Shepard, Patrick Leary, Pietro Perona, Scott Loarie, Oisin Mac Aodha

Proceedings of the International Conference on Machine Learning, 2023

Understanding Label Bias in Single Positive Multi-Label Learning.

Julio Arroyo, Pietro Perona, Elijah Cole

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

LifeCLEF 2023 Teaser: Species Identification and Prediction Challenges.

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

Proceedings of the Advances in Information Retrieval, 2023

2022

Training Techniques for Presence-Only Habitat Suitability Mapping with Deep Learning.

Benjamin Kellenberger, Elijah Cole, Diego Marcos, Devis Tuia

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

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

Proceedings of the Advances in Information Retrieval, 2022

On Label Granularity and Object Localization.

Elijah Cole, Kimberly Wilber, Grant Van Horn, Xuan Yang, Marco Fornoni, Pietro Perona, Serge J. Belongie, Andrew G. Howard, Oisin Mac Aodha

Proceedings of the Computer Vision - ECCV 2022, 2022

When Does Contrastive Visual Representation Learning Work?

Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge J. Belongie

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data.

Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Overview of LifeCLEF 2022: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2022

2021

The iWildCam 2021 Competition Dataset.

Sara Beery, Arushi Agarwal, Elijah Cole, Vighnesh Birodkar

CoRR, 2021

LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges.

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

Proceedings of the Advances in Information Retrieval, 2021

Species Distribution Modeling for Machine Learning Practitioners: A Review.

Sara Beery, Elijah Cole, Joseph Parker, Pietro Perona, Kevin Winner

Proceedings of the COMPASS '21: ACM SIGCAS Conference on Computing and Sustainable Societies, Virtual Event, Australia, 28 June 2021, 2021

Benchmarking Representation Learning for Natural World Image Collections.

Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge J. Belongie, Oisin Mac Aodha

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Multi-Label Learning From Single Positive Labels.

Elijah Cole, Oisin Mac Aodha, Titouan Lorieul, Pietro Perona, Dan Morris, Nebojsa Jojic

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Overview of GeoLifeCLEF 2021: Predicting species distribution from 2 million remote sensing images.

Titouan Lorieul, Elijah Cole, Benjamin Deneu, Maximilien Servajean, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to, 2021

Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2021

2020

The iWildCam 2020 Competition Dataset.

Sara Beery, Elijah Cole, Arvi Gjoka

CoRR, 2020

The GeoLifeCLEF 2020 Dataset.

Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly

CoRR, 2020

LifeCLEF 2020 Teaser: Biodiversity Identification and Prediction Challenges.

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

Proceedings of the Advances in Information Retrieval, 2020

Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction.

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

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2020

Overview of LifeCLEF Location-based Species Prediction Task 2020 (GeoLifeCLEF).

Benjamin Deneu, Titouan Lorieul, Elijah Cole, Maximilien Servajean, Christophe Botella, Pierre Bonnet, Alexis Joly

Proceedings of the Working Notes of CLEF 2020, 2020

2019

Presence-Only Geographical Priors for Fine-Grained Image Classification.

Oisin Mac Aodha, Elijah Cole, Pietro Perona

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Statistical Models of Signal and Noise and Fundamental Limits of Segmentation Accuracy in Retinal Optical Coherence Tomography.

Theodore B. Dubose, David Cunefare, Elijah Cole, Peyman Milanfar, Joseph A. Izatt, Sina Farsiu

IEEE Trans. Medical Imaging, 2018

2017

Computational Sprinting: Architecture, Dynamics, and Strategies.

Seyed Majid Zahedi, Songchun Fan, Matthew Faw, Elijah Cole, Benjamin C. Lee

ACM Trans. Comput. Syst., 2017

2015

An ocean sensor for measuring the seawater electrochemical response of 8 metals referenced to zinc, for determining ocean pH.

Martin A. Brooke, Eli Cole, Julian Dale, Anshuman Prasad, Henry Quach, Becca Bau, Douglas Nowacek, Eeshan Bhatt

Proceedings of the 9th International Conference on Sensing Technology, 2015