Haodi Hou

Contextual Debiasing for Visual Recognition With Causal Mechanisms

As a common problem in the visual world, contextual bias means the recognition may depend on the co-occurrence context rather than the objects themselves, which is even more severe in multi-label tasks due to multiple targets and the absence of location. Although some studies have focused on tacklin…