Awesome Self-supervised Learning Papers and Source Codes

SSLRec: A Unified, Plug-and-Play Framework for Self-Supervised Recommendation Systems 535

Recommender systems are foundational to modern digital experiences—from streaming platforms to e-commerce—but they face a persistent challenge: user interaction data…

01/13/2026Collaborative Filtering, Recommendation Systems, Self-supervised Learning

CRATE: Interpretable, Parameter-Efficient Vision Transformers for Structured Unsupervised Learning 1245

In an era where deep learning models grow ever larger and more opaque, the demand for interpretable, efficient, and theoretically…

12/27/2025Computer Vision, Representation Learning, Self-supervised Learning