Reference implementations of self-supervised learning architectures. Each repo ships first; the writeup follows the working code.
I-JEPA from scratch — GitHub · Towards AI write-up
Masked Autoencoders (MAE) — GitHub · Towards AI write-up
Semantic Anomaly Distillation — real-time traffic accident detection via cross-resolution knowledge distillation — GitHub · Towards AI write-up
Alp Demirel
PhD Candidate · HÜSMART Technical Lead · Binary Brain Co-founder
I work on applied self-supervised learning, autonomous vehicle perception, and shipped AI products.