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Intro to GLIDE - results
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Intro to diffusion models
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Inpainting and other awesome results
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Diffusion models in depth
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VAE inspired loss
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GLIDE pipeline diffusion + transformers
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Guided diffusion
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Classifier-free guidance
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CLIP guidance
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Comparison with other models
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Safety considerations
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Failure cases
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Outro
Description:
Explore OpenAI's GLIDE model for photorealistic image generation and editing in this comprehensive video lecture. Delve into the combination of diffusion models and transformers that outperforms the older DALL-E model. Learn about diffusion models in-depth, including VAE-inspired loss, guided diffusion, and classifier-free guidance. Examine the GLIDE pipeline, CLIP guidance, and comparisons with other models. Gain insights into inpainting techniques, safety considerations, and potential failure cases. Access additional resources, including research papers and blog posts, to further your understanding of diffusion models and their applications in AI-powered image generation.

OpenAI GLIDE - Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models

Aleksa Gordić - The AI Epiphany
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