Experience Replay and Zero-shot Clustering for Continual Learning in Diabetic Retinopathy Detection
Published in International Conference on Computer Vision Theory and Applications (VISAPP), 2025
Recommended citation: Bravo-Rocca, G., et al. (2025). "Experience Replay and Zero-shot Clustering for Continual Learning in Diabetic Retinopathy Detection." VISAPP 2025. Porto, Portugal. https://doi.org/10.5220/0013128600003912
This paper presents TADILER, an approach combining experience replay and zero-shot clustering for continual learning in diabetic retinopathy detection. The work was shortlisted for the Best Student Paper Award at VISAPP 2025, improving accuracy up to 3.1% on diverse patient populations.
Recommended citation: Bravo-Rocca, G., et al. (2025). “Experience Replay and Zero-shot Clustering for Continual Learning in Diabetic Retinopathy Detection.” VISAPP 2025. Porto, Portugal.