Neural Aesthetic Class Notes wk8

limitations of feed-forward NNs:

  • static, does not change over time
  • does not take advantage of context
  • inputs and outputs are fixed length

sequence to sequence: language translation

unit to sequence: image captioning

skip-thought vectors: arbitrary sequences of words (image to story)

dense captioning: multiple captioning for objects within images

text to image (stackGAN):

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