Abstract: Despite advancements in multimodal large language models (MLLMs), current approaches struggle in medium-to-long video understanding due to frame and context length limitations. As a result, ...

Gabriele Lukesch is a television director at the Austrian Broadcasting Corporation (ORF), responsible for some of Austria’s most prominent live ...

Abstract: Recently, edge-assisted methods have been proposed as a promising technique to deliver fast and accurate on-device video analytics by partitioning frame data and dispatching them to edge ...