All Katas - ML Katas

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Masked Autoencoder (MAE) Input Preprocessing

yesterday medium (<30 mins) | pytorch self-supervised mae vision transformer

### Description Masked Autoencoders (MAE) are a powerful self-supervised learning technique for vision transformers. The core idea is simple: randomly mask a large portion of the input image...
Implementing Self-Supervised Learning with BYOL

this month hard (>1 hr) | image learning contrastive self-supervised byol

Implement the core logic of **Bootstrap Your Own Latent (BYOL)**. BYOL is a self-supervised learning method that learns image representations without using negative pairs. It consists of two...