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EGM-Det achieves over 10% better accuracy in UAV object detection by intelligently fusing RGB and infrared data based on real-time reliability assessments.
SIEVE retains 97.5% of performance while reducing visual token usage to just 11.1%, revolutionizing efficiency in vision-language models.
DVANet achieves superior performance in image restoration by effectively integrating degradation awareness with advanced visual priors, setting a new standard for handling complex image degradations.
