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Nice to Haves

Rasmus edited this page Mar 13, 2018 · 2 revisions
  • Heatmapping
  • Show filters kernel for each conv layer
  • Show receptive fields of individual conv units
  • Visualise generative models by choosing input features
  • Visualise the network structure (like Tensorboard; look at graph drawing libraries for this)
  • Display patches which maximally activate the selected filter (disable input selector for this)
  • Visualize the representation space (t-SNE)
  • Visualise deconv layers (single backward pass)
  • Optimization over images
  • Testing stability against adversarial images
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