FairNVT: Fair Classification via Noise Injection in Vision Transformers

Qiaoyue Tang, Sepidehsadat Hosseini, Mengyao Zhai +2

This paper presents FairNVT, a lightweight debiasing framework for pretrained transformer-based encoders that improves prediction fairness while preserving task performance. FairNV…