Understanding and Evaluating Racial Biases in Image Captioning

Author:

Zhao Dora1,Wang Angelina1,Russakovsky Olga1

Affiliation:

1. Princeton University

Funder

National Science Foundation

Publisher

IEEE

Reference78 articles.

1. Predictive inequity in object detection;wilson;CVPR Workshop on Fairness Accountability Transparency and Ethics in Computer Vision,2019

2. Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations

3. Directional bias amplifcation;wang;International Conference on Machine Learning (ICML),2021

4. REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets

5. Image Captioning with Semantic Attention

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