Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation

Guangtao Zheng, Wenqian Ye, Aidong Zhang

Deep neural classifiers tend to rely on spurious correlations between spurious attributes of inputs and targets to make predictions, which could jeopardize their generalization cap…