Diffusion Models

concepts · 6 notes linked

Related: Generative AI · Stable Diffusion · Openai · Dall E · Text To Image · Google · Large Language Models · Stability AI

Notes

• A Very Short Introduction to Diffusion Models — Forward noise addition and learned reverse denoising for image generation
• A brief history of diffusion, the tech at the heart of modern image-generating AI | TechCrunch — Origins and capabilities of diffusion models powering modern image generation AI
• Generative AI: A Creative New World — Sequoia's 2022 thesis on generative AI market opportunity and waves
• GitHub - huggingface/education-toolkit: Educational materials for universities — Hugging Face free open-source ML education toolkit for universities and workshops
• NeurIPS 2023: Key Takeaways From Invited Talks — NeurIPS 2023 invited talk summaries on LLM efficiency, generative AI, and responsible data
• Salesforce Researchers Introduce XGen-Image-1: A Text-To-Image Latent Diffusion Model — Salesforce latent diffusion text-to-image model reusing pretrained components cheaply