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Motivation
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Classroom Contents
Why Can't I Dance in the Mall? Mitigating Scene Bias in Action Recognition
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- 1 Motivation
- 2 Representation Bias
- 3 Bias Definition
- 4 Bias Measure
- 5 Bias Example
- 6 Proposed Solution
- 7 Related Works
- 8 Adversary Training
- 9 Artificial Occlusion
- 10 Crossentropy
- 11 Adversary Loss
- 12 Human Mask Confusion Loss
- 13 Testing Method
- 14 Data Sets
- 15 Human Motion Database
- 16 Diving Motion Database
- 17 Temporal Action Localization
- 18 Oshin Database
- 19 Quantitative Results
- 20 Action Recognition
- 21 Scene Representation Bias Comparison
- 22 Class Activation Maps
- 23 Conclusion
