65 citations · 100 across the 7 of their papers we have counts for
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cs.CV2022★ 14 cited
Active Self-Semi-Supervised Learning for Few Labeled Samples
Ziting Wen, Oscar Pizarro, Stefan Williams
Training deep models with limited annotations poses a significant challenge when applied to diverse practical domains. Employing semi-supervised learning alongside the self-supervi…
cs.CV2021★ 16 cited
GeoCLR: Georeference Contrastive Learning for Efficient Seafloor Image Interpretation
Takaki Yamada, Adam Prügel-Bennett, Stefan B. Williams +2
This paper describes Georeference Contrastive Learning of visual Representation (GeoCLR) for efficient training of deep-learning Convolutional Neural Networks (CNNs). The method le…