Simple Science

Cutting edge science explained simply

Cutting edge science explained simply

Michael C. Hughes

Computer Vision and Pattern Recognition Comparing Semi-Supervised and Self-Supervised Learning in Medical Imaging

A study assessing learning methods using limited labeled data in medical imaging.

2025-10-19T08:48:18+00:00 ― 6 min read

Computer Vision and Pattern Recognition Introducing SINCERE: A New Approach to Supervised Contrastive Learning

SINCERE improves supervised contrastive learning with better class separation and representation.

2025-09-22T07:25:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition New Method InterLUDE Enhances Semi-Supervised Learning

InterLUDE improves model performance using labeled and unlabeled data.

2025-08-29T03:02:18+00:00 ― 6 min read