PCMag

Nvidia, Intel Texture Compression Techs Cut VRAM Use Dramatically

Intel and Nvidia showed off their respective AI-powered texture-compression technologies over the weekend, demonstrating ...
thetechedvocate.org

10 Simple Ways to Compress a File to a Specific Size

Perhaps the most common method for file compression, ZIP archives are easy to create and compatible with almost every operating system. Simply right-click on your file or folder, select “Send to,” and ...
marktechpost

Google Introduces TurboQuant: A New Compression Algorithm that Reduces LLM Key-Value Cache Memory by 6x and Delivers Up to 8x Speedup, All with Zero Accuracy Loss

The scaling of Large Language Models (LLMs) is increasingly constrained by memory communication overhead between High-Bandwidth Memory (HBM) and SRAM. Specifically, the Key-Value (KV) cache size ...
IEEE

A MLFMA-enhanced PCA Compression Method for Efficient Direct Solution to Electromagnetic Scattering Problems

Abstract: A novel direct method for electromagnetic scattering analysis is introduced by enhancing the principal component analysis (PCA) compression algorithm with the multilevel fast multipole ...
IEEE

Object-Fidelity Remote Sensing Image Compression With Content-Weighted Bitrate Allocation and Patch-Based Local Attention

Abstract: As the contradiction between high-resolution remote sensing (RS) image acquisition and limited storage space or bandwidth becomes increasingly prominent, the importance of prioritizing the ...