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Workshop Computational Creativity and Deep Generative Design: bridging the gap
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1_evaluation_metrics.pdf
2_co-creativity.pdf
3_holes_in_the_latent_space.pdf
4_when_we_dont_have_enough_data.pdf
5_personalisation.pdf
DL_workshop_ideation_summary.pdf
README.md
artwork.jpg
group_1_1.pdf
group_1_2.pdf
group_1_3.pdf
group_2_1.pdf
group_2_2.pdf
group_3_1.pdf
group_4_1.pdf
group_5_1.pdf
group_5_2.pdf
group_6_1.pdf

README.md

CC-DeepGen-19

Computational Creativity and Deep Generative Design: bridging the gap

This repo contains the topics that were ideated during the workshop.

Core Topics

Several abstracts were presented and in-depth discussions took place. The core topics that arose form the discussions were:

  1. Evaluation Metrics
  2. Co-creativity
  3. Holes in the latent space
  4. When we don’t have big data
  5. Personalisation

Group breakout ideas

Six groups were formed from the attendees and each group chose a particular area to explore. These were:

  1. Semi-autonomous co-creative partner.
  2. Learning a latent space by definition, learns the training set. How can we creatively escape from the data set?
  3. Build new architectures of co-creation centered on human experience.
  4. Measure how the human is doing in co-creative systems.
  5. Creative Systems with explainable component(s).
  6. Interpretability

You had to be there!

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