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.

AV2 promises 30% better compression than AV1 and costs nothing to use

The Alliance for Open Media (AOMedia) recently released version 1.0.0 of the AV2 specification and reference code. The ...

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 ...
eLife

Distinct sensorimotor encoding in tuft dendrites and somata associated with action, correction, and learning

This important study reveals distinct representations of task-related information in the dendrites and somata of cortical neurons during sensorimotor learning and behavioral adaptation. The evidence ...
IEEE

Behavior Analysis for Trajectory Graph Signal Using Graph Wavelet Transform

Abstract: Trajectory data mining can help us mine valuable information such as human activity patterns and movement characteristics, and provide data support for transportation planning, urban design, ...
IEEE

Performance Enhancement of Polar Codes in Multi-level Cell NAND Flash Memories using Systematic Encoding

Abstract: Systematic Polar codes offers the same frame-error-rate (FER) performance compared with non-systematic Polar codes in almost communications channels although they have advantages in ...