Tag: self-supervised

Blog Post·2024-06-19·5 min read

Why Self-Supervised Learning? The Label Bottleneck

Supervised learning requires labels. Labels require humans. At scale, that's the bottleneck. Self-supervised learning sidesteps it by constructing supervision from the data itself.

ssl self-supervised representation-learning

Blog Post·2024-06-19·5 min read

Why Self-Supervised Learning? The Label Bottleneck

Supervised learning requires labels. Labels require humans. At scale, that's the bottleneck. Self-supervised learning sidesteps it by constructing supervision from the data itself.

ssl self-supervised representation-learning