A fuzzy controller-based framework dynamically selects video model scales using frame correlations and device resources to balance inference accuracy and efficiency.
Internvqa: Advancing compressed video qual- ity assessment with distilling large foundation model
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Breaking the accuracy-resource dilemma: a lightweight adaptive video inference enhancement
A fuzzy controller-based framework dynamically selects video model scales using frame correlations and device resources to balance inference accuracy and efficiency.