Recently, Dr. Kai-Fu Lee, the chairman and CEO of Innovation Works, in collaboration with science fiction writer Chen Qiufan, published a new book “The Future of AI in Progress”, creatively merging technology with science fiction to envision the human world 20 years from now under the influence of technologies such as artificial intelligence. As a … Read more
This article discusses the development, principles, and code practices of diffusion models. The catalyst for diffusion models began with the introduction of DDPM (Denoising Diffusion Probabilistic Model) in 2020. Before delving into the details of how the Denoising Diffusion Probabilistic Model (DDPM) works, let’s first look at some developments in existing generative artificial intelligence, which … Read more
Source: Machine Learning Algorithms<br/><br/> This article is approximately 6500 words long and is suggested to take 13 minutes to read. This article provides a complete introduction to the necessary knowledge about diffusion models and implements it fully using PyTorch. The trigger for diffusion models began with the introduction of the Denoising Diffusion Probabilistic Model (DDPM) … Read more
Generative AI refers to a class of artificial intelligence systems that can learn from existing data and generate new data, thereby achieving functions similar to human creativity. Unlike traditional AI systems, generative AI systems can create new content on their own rather than merely processing input data. It can be realized through various technologies such … Read more
▲ For more exciting content, please click the blue text above to follow us! Gallium Nitride (GaN) transistors emerged in the 1990s and are now widely used in commercial and defense fields, but engineering applications may vary significantly. Don’t believe it? That’s understandable. However, after reading this article, you might become a loyal supporter. The … Read more
Iodinated contrast agents are widely used in CT angiography (CTA) examinations and play an irreplaceable role in the imaging diagnosis of vascular diseases throughout the body. However, there are risks of adverse reactions to injected contrast agents, contraindications, and high costs. Recently, a new study conducted by the First Medical Center of the PLA General … Read more
Author: Nathan Horrocks Translation: Gabriel Ng Proofreading: Zhang Ruiyi This article is about 3300 words long and is suggested to be read in 5 minutes. This article introduces how to use AI for high-precision image editing. Processing photos of cats, cars, and even antique paintings has never been easier, thanks to a Generative Adversarial Network … Read more
Machine Heart reports Machine Heart Editorial Team Researchers from the University of Rochester and Adobe Research have proposed a new generative network CM-GAN, which synthesizes overall structure and local details very well, significantly outperforming existing SOTA methods such as CoModGAN and LaMa in both quantitative and qualitative evaluations. Image inpainting refers to the process of … Read more