"Researchers have developed a new method called KnowAda, designed to improve visual reasoning in complex tasks by adapting captions based on available knowledge. This innovation aims to bridge the gap between visual information and model understanding, potentially leading to enhanced performance. The approach has been explored in various multimodal models, demonstrating promising results. Further research is needed to fully understand the implications and potential applications of KnowAda."

Source: https://dev.to/mikeyoung44/enhancing-visual-reasoning-with-knowledge-adapted-captions-2d3o