Xuemei Luo

Beyond Unidirectional Bias: Reciprocal Perspective Calibration in Scene Graph Generation

Scene Graph Generation (SGG) paradigms predominantly model relationships as static, unidirectional mappings ($s \to o$), effectively treating objects as passive recipients of actions. This formulation suffers from an inherent \textit{unidirectional bias}, violating the physical reality that visual i…