Prior research on deep video compression (DVC) for machine tasks typically necessitates
training a unique codec for each specific task mandating a dedicated decoder per task. In …

End-to-end learned image compression codecs have notably emerged in recent years.
These codecs have demonstrated superiority over conventional methods, showcasing …

Abstract As the Internet of Things continues to grow and thrive, more and more data are
consumed by machines for intelligent analysis. How to simultaneously support fast machine …