Improving the efficiency of data compression remains essential for feature selection and data modelling. Current approaches for compressing epigenomic/genomic data highly rely on autoencoder that ...

In response to the issue of massive data volume generated by magnetic flux leakage (MFL) non-destructive testing in oil and gas pipelines, an intelligent data compression method based on a targeted ...

The European Space Agency has developed a new compression system, initially designed to be used on so-called ‘smart’ space and satellite missions and telemetry to and from the craft. The ESA says its ...

Efficient data compression and transmission are crucial in space missions due to restricted resources, such as bandwidth and storage capacity. This requires efficient data-compression methods that ...

The recent revolution in genomic sequencing has opened new fields of study, but it’s also produced a DNA data deluge that has led to almost too much genomic information for researchers to handle. In a ...

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

Images transmitted over the world wide web are an excellent example of why data compression is important. Suppose we need to download a digitized color photograph over a computer's 33.6 kbps modem. If ...

Facebook Inc.’s software team has spent the last two years working on a way to compress application code with a view to keeping app sizes more manageable, ultimately coming up with a new technique ...