Abstract: Knowledge-based Visual Question Answering (KB-VQA) aims to answer the image-aware question via the external knowledge, which requires an agent to not only understand images but also ...

This deduction is only available to those 65 and older with valid Social Security numbers. Married couples must file a joint return to claim the deduction. High earners may be eligible for a reduced ...