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.
TV Technology

FCC to Vote on Strengthening Cybersecurity Rules for Emergency Alerts

When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. The Further Notice of Proposed Rulemaking, which has not been adopted or implemented by the ...
GitHub

Arduino library for a PCF8575 based rotary decoder - supports 5 rotary encoders with a switch.

This library uses a PCF8575 to read the pulses of a rotary encoder. As a PCF8575 has 16 lines up to 5 decoders with a switch can be read over I2C. The PCF interrupt line can be used to detect changes ...
IEEE

A Transformer-Enhanced Encoder-Decoder Network For Unsupervised Heterogeneous Remote Sensing Image Change Detection

Abstract: The development of satellite and airborne sensor technologies has resulted in a wealth of multisource remote sensing images, which have great potential for precise analysis and monitoring of ...
IEEE

GIVTED-Net: GhostNet-Mobile Involution ViT Encoder-Decoder Network for Lightweight Medical Image Segmentation

Abstract: Applying a deep learning-based model for medical image segmentation on resource-constrained devices involves substantial challenges. This task demands a model with decreased parameters and ...
CPO Magazine

Taiwanese Student Halts High-Speed Rail Trains Using Software-Defined Radio Equipment

Taiwanese authorities have arrested a 23-year-old Providence University student, Lin, for disrupting four high-speed rail trains by hacking a radio communications system. Operated by Taiwan High Speed ...