200 reads

Adding Random Horizontal Flipping Contributes To Augmentation-Induced Bias

by

August 31st, 2024

featured image - Adding Random Horizontal Flipping Contributes To Augmentation-Induced Bias

Audio Presented by

Where does In-context Translation Happen in Large Language Models: Further Analysis

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

About Author

Computational Technology for All@computational

Computational: We take random inputs, follow complex steps, and hope the output makes sense. And then blog about it.

Read my stories Learn More

Comments

TOPICS

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

viewblock

Terminal

Lite

Related Stories

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

#MACHINE-LEARNING

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

Computational Technology for All

byComputational Technology for All

Aug 31, 2024

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

#MACHINE-LEARNING

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

Computational Technology for All

byComputational Technology for All

Aug 31, 2024

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

#MACHINE-LEARNING

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

Computational Technology for All

byComputational Technology for All

Aug 31, 2024

Alternative Architectures Have Variable Effect On Augmentation-Induced Bias

#MACHINE-LEARNING

Alternative Architectures Have Variable Effect On Augmentation-Induced Bias

Computational Technology for All

byComputational Technology for All

Aug 31, 2024

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

#MACHINE-LEARNING

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

Computational Technology for All

byComputational Technology for All

Aug 31, 2024

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

#MACHINE-LEARNING

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

Computational Technology for All

byComputational Technology for All

Aug 31, 2024

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-abstract-and-intro feature image

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

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-abstract-and-intro feature image

author

byComputational Technology for All@computational

#MACHINE-LEARNING

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-abstract-and-intro feature image

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

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-abstract-and-intro feature image

author

byComputational Technology for All@computational

#MACHINE-LEARNING

/the-effect-of-data-augmentation-induced-class-specific-bias-is-influenced-by-data-regularization feature image

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

/the-effect-of-data-augmentation-induced-class-specific-bias-is-influenced-by-data-regularization feature image

author

byComputational Technology for All@computational

#MACHINE-LEARNING

/alternative-architectures-have-variable-effect-on-augmentation-induced-bias feature image

Alternative Architectures Have Variable Effect On Augmentation-Induced Bias

/alternative-architectures-have-variable-effect-on-augmentation-induced-bias feature image

author

byComputational Technology for All@computational

#MACHINE-LEARNING

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-appendices-a-l feature image

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

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-appendices-a-l feature image

author

byComputational Technology for All@computational

#MACHINE-LEARNING

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-conclusion-and-limitation feature image

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

/a-data-centric-approach-to-class-specific-bias-in-image-data-augmentation-conclusion-and-limitation feature image

author

byComputational Technology for All@computational

#MACHINE-LEARNING