Debiasify: Self-Distillation for Unsupervised Bias Mitigation

Nourhan Bayasi, Jamil Fayyad, Ghassan Hamarneh +2

Simplicity bias poses a significant challenge in neural networks, often leading models to favor simpler solutions and inadvertently learn decision rules influenced by spurious corr…