Search Results for author: Chamuditha Jayanga Galappaththige

Found 2 papers, 2 papers with code

Towards Generalizing to Unseen Domains with Few Labels

1 code implementation18 Mar 2024 Chamuditha Jayanga Galappaththige, Sanoojan Baliah, Malitha Gunawardhana, Muhammad Haris Khan

Existing domain generalization (DG) methods which are unable to exploit unlabeled data perform poorly compared to semi-supervised learning (SSL) methods under SSDG setting.

Domain Generalization Pseudo Label +1

Generalizing to Unseen Domains in Diabetic Retinopathy Classification

1 code implementation26 Oct 2023 Chamuditha Jayanga Galappaththige, Gayal Kuruppu, Muhammad Haris Khan

Therefore, automated diabetic retinopathy classification using deep learning techniques has gained interest in the medical imaging community.

Classification Domain Generalization

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