Spurious Features

BiasFlow: Geometric Monitoring and Backbone Regularization for Spurious Feature Reliance

BiasFlow：以幾何監控與骨幹正規化解決模型對虛假特徵的依賴

This study introduces BiasFlow, a toolkit that uses geometric diagnostics and BiasFlow Regularization (BFR) to monitor and mitigate deep learning models' reliance on spurious features.