Why Can't I Dance in the Mall? Learning to Mitigate Scene Bias in Action Recognition

NeurIPS 2019 Jinwoo ChoiChen GaoJoseph C. E. MessouJia-Bin Huang

Human activities often occur in specific scene contexts, e.g., playing basketball on a basketball court. Training a model using existing video datasets thus inevitably captures and leverages such bias (instead of using the actual discriminative cues)... (read more)

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