NÜWA - Visual Synthesis Pre-training for Neural Visual World Creation

NÜWA - Visual Synthesis Pre-training for Neural Visual World Creation

Yannic Kilcher via YouTube Direct link

- Creating a shared latent space w/ Vector Quantization

5 of 11

5 of 11

- Creating a shared latent space w/ Vector Quantization

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Classroom Contents

NÜWA - Visual Synthesis Pre-training for Neural Visual World Creation

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  1. 1 - Intro & Outline
  2. 2 - Sponsor: ClearML
  3. 3 - Tasks & Naming
  4. 4 - The problem with recurrent image generation
  5. 5 - Creating a shared latent space w/ Vector Quantization
  6. 6 - Transforming the latent representation
  7. 7 - Recap: Self- and Cross-Attention
  8. 8 - 3D Nearby Self-Attention
  9. 9 - Pre-Training Objective
  10. 10 - Experimental Results
  11. 11 - Conclusion & Comments

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