Disentangling Static and Dynamic Information for Reducing Static Bias in Action Recognition

Masato Kobayashi, Ning Ding, Toru Tamaki

Action recognition models rely excessively on static cues rather than dynamic human motion, which is known as static bias. This bias leads to poor performance in real-world applica…