Kate E. Jones

Focus on the Positives: Self-Supervised Learning for Biodiversity Monitoring

2021 · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

We address the problem of learning self-supervised representations from unlabeled image collections. Unlike existing approaches that attempt to learn useful features by maximizing similarity between augmented versions of each input image or by speculatively picking …