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Fung-Ting Fung

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Preprint Aug 2026

Domain-Specific Self-Supervised Representation Learning for Retinal Fundus Classification

The results show that tailoring augmentation strategies to the characteristics of retinal images plays a critical role in improving performance, and even under constrained settings, lightweight SSL frameworks can learn transferable representations that reduce dependence on large annotated datasets and achieve competiti...

Bekzat Nurlanbekova, Fung-Ting Fung · 0 citations

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