This repository maintains a categorized bibliography of academic papers covering contrastive self-supervised learning methods. It organizes papers by year and topic, including surveys, vision-language models, 3D medical imaging, and multimodal embeddings. Each entry links to relevant arXiv papers and associated code repositories.