IEEE

Enhanced Network Compression Through Tensor Decompositions and Pruning

Abstract: Network compression techniques that combine tensor decompositions and pruning have shown promise in leveraging the advantages of both strategies. In this work, we propose enhanced Network ...

How a dispute over royalties gave birth to the PNG file format

Unisys, which had patented the technique some years prior, insisted that royalties be imposed, which sparked a fierce ...
IEEE

VLSI Design of Near-Lossless Image Compression using Improved LZW

Abstract: An improved encoding method based on Lempel-Ziv-Welch (LZW) is proposed, utilizing the advantages of VLSI parallel processing to overcome the drawback of lengthy encoding time in LZW. The ...
TweakTown

ScaleFlux CSD 5320 7.68TB Enterprise SSD Review - The Compression Advantage at Gen5 Speeds

As an Amazon Associate, we earn from qualifying purchases. TweakTown may also earn commissions from other affiliate partners at no extra cost to you. As we see it, ScaleFlux might just be the ...
TechSpot

AV2 codec to succeed AV1 with improved compression, enhanced streaming capabilities

In a nutshell: Streaming and other demanding video applications are growing rapidly, and existing codecs are struggling to keep pace. Fortunately, AOMedia has pledged to finalize a new generation of ...
GitHub

LLM model quantization (compression) toolkit with hw acceleration support for Nvidia CUDA, AMD ROCm, Intel XPU and Intel/AMD/Apple CPU via HF, vLLM, and SGLang.

07/02/2025 4.0.0-dev main: Gemma3 4B model compat fix. 05/29/2025 4.0.0-dev main: Falcon H1 model support. Fixed Transformers 4.52+ compat with Qwen 2.5 VL models. 05/19/2025 4.0.0-dev main: Qwen 2.5 ...