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.
IEEE

Physically Consistent Soft-Sensor Development Using Sequence-to-Sequence Neural Networks

Abstract: Soft sensors attempt to predict the key quality variables that are infrequently available using the sensor and manipulated variables that are readily available. Since only limited amount of ...
IEEE

Robust Multitarget Tracking in Forward-Looking Sonar Image Sequences Using Navigational Data

Abstract: This paper presents a new approach to the problem of tracking objects in sequences of forward-looking sonar images. Unlike previous work, navigational data are taken as inputs to the state ...