Search Results for author: Elijah Cole

Found 8 papers, 3 papers with code

When Does Contrastive Visual Representation Learning Work?

no code implementations12 May 2021 Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie

Recent self-supervised representation learning techniques have largely closed the gap between supervised and unsupervised learning on ImageNet classification.

Contrastive Learning Fine-Grained Image Classification +2

The iWildCam 2021 Competition Dataset

no code implementations7 May 2021 Sara Beery, Arushi Agarwal, Elijah Cole, Vighnesh Birodkar

The challenge is to classify species and count individual animals across sequences in the test cameras.

Object Detection

The iWildCam 2020 Competition Dataset

no code implementations21 Apr 2020 Sara Beery, Elijah Cole, Arvi Gjoka

Can we leverage data from other modalities, such as citizen science data and remote sensing data?

The GeoLifeCLEF 2020 Dataset

1 code implementation8 Apr 2020 Elijah Cole, Benjamin Deneu, Titouan Lorieul, Maximilien Servajean, Christophe Botella, Dan Morris, Nebojsa Jojic, Pierre Bonnet, Alexis Joly

Understanding the geographic distribution of species is a key concern in conservation.

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