visualize and debug

method from https://jithinjk.github.io/blog/nn_visualized.md.html

Zeiler13

• In this method, we can see what input pattern caused a given activation in the feature maps using a deconvnet.

• A deconvnet can be thought of as a convnet model that uses the same components (filtering, pooling) but in reverse(mapping features to pixels).

Yosinki15

• http://yosinski.com/deepvis

TBD

visualization-cnn

• https://arxiv.org/abs/1311.2901 - Visualizing and Understanding Convolutional Networks

• https://scribe.rip/70b7d87b0030 - visualize convolutional features

• https://arxiv.org/abs/1603.02518 - New Method to Visualize

• https://arxiv.org/abs/1311.2901 - Feature Visualization