Seeing Beyond the Scene: Analyzing and Mitigating Background Bias in Action Recognition

Ellie Zhou, Jihoon Chung, Olga Russakovsky

Human action recognition models often rely on background cues rather than human movement and pose to make predictions, a behavior known as background bias. We present a systematic…