Ai News

Interpretability techniques are normally studied in isolation. We explore the powerful interfaces that arise when you combine them — and the rich …

By creating user interfaces which let us work with the representations inside machine learning models, we can give people new tools for …

A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting recognition and other …

How neural networks build up their understanding of images 

We often think of optimization with momentum as a ball rolling down a hill. This isn’t wrong, but there is much more …

Science is a human activity. When we fail to distill and explain research, we accumulate a kind of debt… 

Several interactive visualizations of a generative model of handwriting. Some are fun, some are serious. 

When we look very closely at images generated by neural networks, we often see a strange checkerboard pattern of artifacts. 

Although extremely useful for visualizing high-dimensional data, t-SNE plots can sometimes be mysterious or misleading. 

A visual overview of neural attention, and the powerful extensions of neural networks being built on top of it.