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MedFG-VQA achieves superior performance in medical VQA tasks while being lightweight enough for practical clinical use, thanks to innovative memory and graph attention techniques.
LaMem-VLA seamlessly integrates historical experience into VLA reasoning, enabling robots to perform complex tasks with improved contextual awareness.