Guorui Liao

Visual Representation Learning through Causal Intervention for Controllable Image Editing

2025

A key challenge for controllable image editing is that visual attributes with semantic meanings are not always independent, resulting in spurious correlations in model training. However, most existing methods ignore such issues, leading to biased …