Tech Xplore

Compression technique makes AI models leaner and faster while they're still learning

Training a large artificial intelligence model is expensive, not just in dollars, but in time, energy, and computational ...
Ars Technica

Google’s TurboQuant AI-compression algorithm can reduce LLM memory usage by 6x

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 ...
IEEE

Design and Implementation of a Multi-Algorithm Lossless Compression Framework for Hyperspectral Images on FPGA

Abstract: This paper presents a hardware-optimized framework for lossless hyperspectral image compression using multiple algorithms implemented on Field-Programmable Gate Arrays (FPGAs). The framework ...
IEEE

Exploring Distortion Prior With Latent Diffusion Models for Remote Sensing Image Compression

Abstract: Learning-based image compression algorithms typically focus on designing encoding and decoding networks and improving the accuracy of entropy model estimation to enhance the rate-distortion ...