YisuGe

In Pursuit of Causal Label Correlations for Multi-label Image Recognition

Multi-label image recognition aims to predict all objects present in an input image. A common belief is that modeling the correlations between objects is beneficial for multi-label recognition. However, this belief has been recently challenged as label correlations may mislead the classifier in test…