DiffInject: Revisiting Debias via Synthetic Data Generation using Diffusion-based Style Injection

Donggeun Ko, Sangwoo Jo, Dongjun Lee +2

Dataset bias is a significant challenge in machine learning, where specific attributes, such as texture or color of the images are unintentionally learned resulting in detrimental…