DEVIAS: Learning Disentangled Video Representations of Action and Scene

Kyungho Bae, Geo Ahn, Youngrae Kim +1

Video recognition models often learn scene-biased action representation due to the spurious correlation between actions and scenes in the training data. Such models show poor perfo…