LDP consists of a diffusion modeling for encoded text space of an off-the-shelf pre-trained encoder and decoder, the diffusion process can be intervened by additional controller . Paraphrase ...

There is a mismatch between the loaded weights and the generated models. There are extra attention blocks in the loaded weights that are not present in the model. As config files I'm using the default ...

Current video diffusion models achieve impressive generation quality but struggle in interactive applications due to bidirectional attention dependencies. The generation of a single frame requires the ...

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.

Abstract: Generative Diffusion Models (GDMs) have emerged as a transformative force in the realm of Generative Artificial Intelligence (GenAI), demonstrating their versatility and efficacy across ...

In recent months, there has been growing interest in applying diffusion models—originally designed for continuous data, such as images—to natural language processing tasks. This has led to the ...

Qingdao Institute of Software, College of Computer Science and Technology, China University of Petroleum (East China), Shandong Key Laboratory of Intelligent Oil & Gas Industrial Software, Qingdao ...

Abstract: Diffusion tensor imaging (DTI) is a significant non-invasive neuroimaging technique with valuable applications in clinical medicine. To address the lengthy acquisition times and high costs ...

Diffusion models have revolutionized image synthesis applications. Many studies focus on using approximate computation such as model quantization to reduce inference costs on mobile devices. However, ...