I believe the answer is: its distance from the mainland of Korea and China
Japan was surrounded by sea that separated it from Korea And China. This made it really hard for other Asian culture to come in and assimilate with Japanese's culture. As a result, japan develop a culture that is considered unique even if compared to other countries in East Asian region.