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Women Also Snowboard: Overcoming Bias in Captioning Models · Study

WorkWomen Also Snowboard: Overcoming Bias in Captioning Models

Lisa Anne Hendricks2018

Work2018

Women Also Snowboard: Overcoming Bias in Captioning Models

Lisa Anne Hendricks · Kaylee Burns · Kate Saenko · Trevor Jackson Darrell · Anna Rohrbach

404 citations·0/0 files stored·Lecture notes in computer science

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Ethics and Social Impacts of AI Advanced Neural Network Applications Multimodal Machine Learning Applications

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References

2012Fairness through awareness 2014Big Data's Disparate Impact 2016Equality of Opportunity in Supervised Learning 2018Mitigating Unwanted Biases with Adversarial Learning 2017Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Cited by

2019Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations 2020Towards Fairness in Visual Recognition: Effective Strategies for Bias Mitigation 2020Towards fairer datasets 2019REPAIR: Removing Representation Bias by Dataset Resampling 2021Do Datasets Have Politics? Disciplinary Values in Computer Vision Dataset Development 2021Gender Bias in Machine Translation 2021Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases 2024Towards trustworthy LLMs: a review on debiasing and dehallucinating in large language models

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2023AI Fairness in Data Management and Analytics: A Review on Challenges, Methodologies and Applicationsarticle · 5 shared references 2023Algorithmic Fairnesschapter · 5 shared references 2024Bias and Fairness in Large Language Models: A Surveyarticle · 4 shared references 2023Fairness in Machine Learning: A Surveyarticle · 4 shared references 2022A Review on Fairness in Machine Learningarticle · 4 shared references 2019Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representationsother · 4 shared references

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Year2018

Typeother

Published2018-01-01

VenueLecture notes in computer science

ISSN-L0302-9743

Languageen

Citations404

Files0 public / 0

ShelfEthics and Social Impacts of AI

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doi10.1007/978-3-030-01219-9_47

openalex_workW2963349562

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