Though plenty of systems have been proposed to supplement product attribute values (Putthividhya and Hu, 2011;  More, 2016; Shinzato and Sekine, 2013; Zheng et al., 2018; Xu et al., 2019), the relationship between product attributes and values are not sufficiently explored, and most of these approaches primarily focus on the text information.
to sum up, using the visual product information indiscriminately poses detrimental effects on the model, and selectively utilizing visual product information with global and regional visual gates are essential for our tasks.