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The Effect Of Data Augmentation-Induced Class-Specific Bias Is Influenced By Data, Regularization

August 31st, 2024

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machine-learning #machine-learning #data-augmentation #computer-vision #class-specific-bias #image-data-augmentation #ml-bias-mitigation #data-augmentation-robustness #convolutional-neural-networks

THIS ARTICLE WAS FEATURED IN

A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Abstract and Intro

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Adding Random Horizontal Flipping Contributes To Augmentation-Induced Bias

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A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Abstract and Intro

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Alternative Architectures Have Variable Effect On Augmentation-Induced Bias

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A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Appendices A-L

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A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Conclusion and Limitation

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A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Abstract and Intro

Computational Technology for All

Aug 31, 2024

#MACHINE-LEARNING

Adding Random Horizontal Flipping Contributes To Augmentation-Induced Bias

Computational Technology for All

Aug 31, 2024

#MACHINE-LEARNING

A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Abstract and Intro

Computational Technology for All

Aug 31, 2024

#MACHINE-LEARNING

Alternative Architectures Have Variable Effect On Augmentation-Induced Bias

Computational Technology for All

Aug 31, 2024

#MACHINE-LEARNING

A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Appendices A-L

Computational Technology for All

Aug 31, 2024

#MACHINE-LEARNING

A Data-centric Approach to Class-specific Bias in Image Data Augmentation: Conclusion and Limitation

Computational Technology for All

Aug 31, 2024

The Effect Of Data Augmentation-Induced Class-Specific Bias Is Influenced By Data, Regularization

About Author

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TOPICS

THIS ARTICLE WAS FEATURED IN

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