Grid Saliency for Context Explanations of Semantic Segmentation

In many real-world scenarios, the presence of an object, its location and appearance are highly correlated with the contextual information surrounding this object, such as the presence of other nearby objects or more global scene semantics. For example, in the case of an urban street scene, a cyclist is more likely to co-occur on a bicycle and a car to appear on the road below sky and buildings (cf.