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Diffusion models in depth
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Classroom Contents
OpenAI GLIDE - Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models
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- 1 Intro to GLIDE - results
- 2 Intro to diffusion models
- 3 Inpainting and other awesome results
- 4 Diffusion models in depth
- 5 VAE inspired loss
- 6 GLIDE pipeline diffusion + transformers
- 7 Guided diffusion
- 8 Classifier-free guidance
- 9 CLIP guidance
- 10 Comparison with other models
- 11 Safety considerations
- 12 Failure cases
- 13 Outro
