A few years ago, a new kind of AI called a diffusion model appeared. Today, it powers tools like Stable Diffusion and Runway Gen-2, turning text prompts into high-quality images and even short videos.

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Diffusion models generate incredible images by learning to reverse the process that, among other things, causes ink to spread through water. Ask DALL·E 2, an image generation system created by OpenAI, ...

Today, these technologies have become available to more people thanks to user-friendly interfaces and solutions based on the cloud Their combined use allows for a multimodal AI system that can ...

For the past few years, a single axiom has ruled the generative AI industry: if you want to build a state-of-the-art model, ...

With so much money flooding into AI startups, it’s a good time to be an AI researcher with an idea to test out. And if the idea is novel enough, it might be easier to get the resources you need as an ...

Forward-looking: Stable Diffusion is a deep learning model capable of turning words into eerie, distinctly artificial images. The machine learning network usually runs in the cloud and it can also be ...

Previous high-order solvers are unstable for guided sampling: Samples use the pre-trained DPMs on ImageNet 256 256 with a classifier guidance scale 8.0, varying different samplers (and different ...

But out of 300,000 high-probability images tested, researchers found a 0.03% memorization rate. However, Carlini’s results are not as clear-cut as they may first appear. Discovering instances of ...