Empowering Big AI Models with Visual Knowledge: Overcoming Limitations and Advancing Artificial Intelligence

Visual knowledge, which encompasses visual concepts, relations, operations, and reasoning, can empower large AI models to overcome their limitations in transparency, reasoning, and catastrophic forgetting, and advance artificial intelligence closer to human-level general intelligence.