Why Can't I Dance in the Mall? Mitigating Scene Bias in Action Recognition

Why Can't I Dance in the Mall? Mitigating Scene Bias in Action Recognition

UCF CRCV via YouTube Direct link

Motivation

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1 of 23

Motivation

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Why Can't I Dance in the Mall? Mitigating Scene Bias in Action Recognition

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  1. 1 Motivation
  2. 2 Representation Bias
  3. 3 Bias Definition
  4. 4 Bias Measure
  5. 5 Bias Example
  6. 6 Proposed Solution
  7. 7 Related Works
  8. 8 Adversary Training
  9. 9 Artificial Occlusion
  10. 10 Crossentropy
  11. 11 Adversary Loss
  12. 12 Human Mask Confusion Loss
  13. 13 Testing Method
  14. 14 Data Sets
  15. 15 Human Motion Database
  16. 16 Diving Motion Database
  17. 17 Temporal Action Localization
  18. 18 Oshin Database
  19. 19 Quantitative Results
  20. 20 Action Recognition
  21. 21 Scene Representation Bias Comparison
  22. 22 Class Activation Maps
  23. 23 Conclusion

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