'How neural networks learn' - Part I: Feature Visualization
Interpreting what neural networks are doing is a tricky problem.
In this video I dive into the approach of feature visualisation.
From simple neuron excitation to the Deep Visualisation Toolbox and the Google DeepDream project, let's open up the black box!
Links:
Distill.pub post on Feature Visualisation: https://distill.pub/2017/feature-visualization/
Sander Dieleman post on music recommendation: http://benanne.github.io/2014/08/05/spotify-cnns.html
Blogpost on Deep Feature visualisation: http://yosinski.com/deepvis
Github link to DeepVis Toolbox: https://github.com/yosinski/deep-visualization-toolbox
Paper by Zeiler & Fergus: https://arxiv.org/abs/1311.2901
If you want to support this channel, here is my patreon link:
https://patreon.com/ArxivInsights --- You are amazing!! ;)
If you have questions you would like to discuss with me personally, you can book a 1-on-1 video call through Pensight: https://pensight.com/x/xander-steenbrugge
Видео 'How neural networks learn' - Part I: Feature Visualization канала Arxiv Insights
In this video I dive into the approach of feature visualisation.
From simple neuron excitation to the Deep Visualisation Toolbox and the Google DeepDream project, let's open up the black box!
Links:
Distill.pub post on Feature Visualisation: https://distill.pub/2017/feature-visualization/
Sander Dieleman post on music recommendation: http://benanne.github.io/2014/08/05/spotify-cnns.html
Blogpost on Deep Feature visualisation: http://yosinski.com/deepvis
Github link to DeepVis Toolbox: https://github.com/yosinski/deep-visualization-toolbox
Paper by Zeiler & Fergus: https://arxiv.org/abs/1311.2901
If you want to support this channel, here is my patreon link:
https://patreon.com/ArxivInsights --- You are amazing!! ;)
If you have questions you would like to discuss with me personally, you can book a 1-on-1 video call through Pensight: https://pensight.com/x/xander-steenbrugge
Видео 'How neural networks learn' - Part I: Feature Visualization канала Arxiv Insights
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