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Author

Han-Qi Zhuang

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#diffusion models Open access Oct 2026

Diffusion-augmented contrastive learning for diabetic retinopathy severity classification

Automated diabetic retinopathy (DR) severity classification faces persistent challenges from limited annotated datasets, severe class imbalance across the five-level International Clinical Diabetic Retinopathy (ICDR) scale, and domain shift between imaging environments. This paper presents an integrated deep learning f...

Ali Abidalkareem, Ali K. Ibrahim, Han-Qi Zhuang · 0 citations
Open access Sep 2026

Using semi-supervised learning to detect beluga whales from aerial image sequences

Precise population monitoring of beluga whales ( Delphinapterus leucas ) is crucial for Arctic conservation management; yet, the manual annotation of aerial drone imagery is costly and logistically challenging. Calf detection is particularly important because calf presence and survival rates are indicators of r...

Mohammed G. Al-Jassani, Chiron Bang, Gregory O'Corry-Crowe et al. · 0 citations

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