Furthermore, Nano Banana Pro still edged out GLM-Image in terms of pure aesthetics — using the OneIG benchmark, Nano Banana 2 ...

Abstract: Diffusion model-based networks have been widely applied in the field of image generation and have gradually demonstrated a strong potential in image colorization tasks. However, despite the ...

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 ...

Diffusion generative models have demonstrated remarkable success in visual domains such as image and video generation. They have also recently emerged as a promising approach in robotics, especially ...

AMD has officially enabled Stable Diffusion on its latest generation of Ryzen AI processors, bringing local generative AI image creation to systems equipped with XDNA 2 NPUs. The feature arrives ...

AMD's Image Generation Model Can Generate Print-Ready Images In a press release, the Santa Clara-based tech giant detailed the new image generation model. The AI model is based on Stable Diffusion 3 ...

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 ...

College of Mechanical and Transportation Engineering, China University of Petroleum, Beijing 102249, PR China Engineering Institute, China University of Petroleum, Karamay, Xinjiang 834000, PR China ...

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 ...