Self-Supervised Domain Adaptation for Diabetic Retinopathy Grading using Vessel Image Reconstruction

Duy M. H. Nguyen, Truong T. N. Mai, Ngoc T. T. Than +2

This paper investigates the problem of domain adaptation for diabetic retinopathy (DR) grading. We learn invariant target-domain features by defining a novel self-supervised task b…