Why Google’s TurboQuant Algorithm is Disrupting the AI Memory Chip Market

Google's TurboQuant combines PolarQuant with Quantized Johnson-Lindenstrauss correction to shrink memory use, raising ...
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 ...
IEEE

Irreversible Compression of Medical Images with a Rigorous Error Bound

Abstract: For the archiving of mammograms, the FDA requires lossless image compression. Using near-lossless compressors for temporary examination of medical images could be advantageous “if the ...
IEEE

Federated Learning Algorithm Based on Model Compression and Parameter Smartification

Abstract: Compared with traditional centralized learning, federated learning enables edge clients' local training/data processing to boost privacy/security. To address its challenges (large models, ...