BiasFlow: Geometric Monitoring and Backbone Regularization for Spurious Feature Reliance

Haojin Deng, Zhiping Lin, Yimin Yang

Worst-group accuracy (WGA) evaluates a trained predictor but does not characterize how its frozen backbone behaves when a new head is learned. We introduce BiasFlow, a hook-based t…