neural aesthetic @ schoolofma :: 03 convnets + t SNE
Channel: Gene Kogan
Date: 2016-07-24

The Neural Aesthetic
SchoolOfMa, Summer 2016
7/6/2016 - Convolutional neural networks, t-SNE
http://ml4a.github.io/classes/neural-aesthetic/03

Segments:
9:45 Review of neural networks
24:16 Shortcomings of ordinary neural nets
36:13 Convolutional layers
51:07 Visualizing what convnet layers learn
54:12 Deepdream, style transfer, variational autoencoders
1:11:21 Overview of recurrent neural nets
1:24:58 t-SNE embedding of images in 2d
1:42:52 Embedding text articles with t-SNE (e.g. political ideologies)
1:53:22 Audio t-SNE: embedding audio samples in 2d
2:20:19 Tutorial: how to make a t-SNE of images