Context compression finally works in production: new research cuts LLM input 16x without the accuracy hit

LCLMs compress LLM context before decode — 8.8x faster at 16x compression, beating every KV cache method tested. Open-sourced by NYU and Columbia.
Tech Xplore on MSN

Real-time X-ray compression shrinks file size by 8,000 times

Researchers led by Takaki Hatsui at the RIKEN SPring-8 Center (RSC) in Japan and collaborators have developed a new approach ...

Open-source FLIM Playground could speed reproducible analysis of complex cell images

Modern fluorescence microscopy can generate images of living cells as stunning to look at as they are informative to study. For techniques like fluorescence lifetime imaging microscopy (FLIM), those ...
XDA Developers on MSN

I built a Python utility using Claude to automate my image editing workflow, and it saves me hours every week

Vibe-coding your problems away doesn't get easier than this ...
IEEE

Adaptive Retinex image defogging algorithm based on the depth of field information

Abstract: The traditional Retinex algorithm is used to restore the image without the same depth of field information, which leads to the loss of local depth of field information. Firstly, the depth of ...
IEEE

Performance Assessment of Machine Learning Algorithms for Yellow Rust Wheat Disease Classification with UAV RGB Images

Abstract: This paper proposes a workflow for the detection of yellow rust winter wheat disease from RGB images captured by Unmanned Aerial Vehicles, together with a sensitivity analysis against ...