Coding Exercise on Barlow Twins
Explore how to implement the Barlow Twins loss function for self-supervised learning by mean-centering embeddings, computing correlation matrices, and balancing redundancy reduction with similarity maximization. This lesson helps you develop hands-on skills to optimize representations from augmented data views.
We'll cover the following...
We'll cover the following...
The Barlow Twins objective function
Given the representations of distorted views of a batch,