Abstract: Arithmetic coding (AC) is an entropy achieving lossless compression algorithm, which efficiency motivated its integration in emerging image and video compression standards like JPEG2000 and ...

Elon Musk's AI company xAI plans to allow Cursor to use some of its compute power for training. Cursor will train its AI model Composer 2.5 using tens of thousands of xAI GPUs, sources said. The ...

Abstract: We have witnessed the revolutionary progress of learned image compression despite a short history of this field. Some challenges still remain such as computational complexity that prevent ...

If Google’s AI researchers had a sense of humor, they would have called TurboQuant, the new, ultra-efficient AI memory compression algorithm announced Tuesday, “Pied Piper” — or, at least that’s what ...

Even if you don’t know much about the inner workings of generative AI models, you probably know they need a lot of memory. Hence, it is currently almost impossible to buy a measly stick of RAM without ...

In this tutorial, we design a practical image-generation workflow using the Diffusers library. We start by stabilizing the environment, then generate high-quality images from text prompts using Stable ...

AI thrives on data but feeding it the right data is harder than it seems. As enterprises scale their AI initiatives, they face the challenge of managing diverse data pipelines, ensuring proximity to ...

Different AI models win at images, coding, and research. App integrations often add costly AI subscription layers. Obsessing over model version matters less than workflow. The pace of change in the ...

Official Implementation of GLC, Generative Latent Coding for Ultra-Low Bitrate Image Compression, accepted at CVPR 2024, with an extension to video compression in TCSVT. Most existing approaches for ...