Feature Visualization
How neural networks build up their understanding of images
Nov 07, 2017
564 views
Found 125 articles
Why Momentum Really Works
We often think of optimization with momentum as a ball rolling down a hill. This isn't wrong, but there is much more to the story.
Apr 04, 2017
831 views
Research Debt
Science is a human activity. When we fail to distill and explain research, we accumulate a kind of debt...
Mar 22, 2017
562 views
Experiments in Handwriting with a Neural Network
Several interactive visualizations of a generative model of handwriting. Some are fun, some are serious.
Dec 06, 2016
777 views
Deconvolution and Checkerboard Artifacts
When we look very closely at images generated by neural networks, we often see a strange checkerboard pattern of artifacts.
Oct 17, 2016
670 views