Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings

Author:

Alvi Mohsan,Zisserman Andrew,Nellåker Christoffer

Publisher

Springer International Publishing

Reference29 articles.

1. He, K., Zhang, X., Ren, S., Sun, J.: Deep Residual Learning for Image Recognition, ArXiv e-prints, December 2015

2. Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems, pp. 1097–1105 (2012)

3. Simonyan, K., Zisserman, A.: Very Deep Convolutional Networks for Large-Scale Image Recognition. ArXiv e-prints, September 2014

4. Tommasi, T., Patricia, N., Caputo, B., Tuytelaars, T.: A Deeper Look at Dataset Bias. ArXiv e-prints, May 2015

5. Torralba, A., Efros, A.A.: Unbiased look at dataset bias. In: CVPR (2011)

Cited by 122 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. On responsible machine learning datasets emphasizing fairness, privacy and regulatory norms with examples in biometrics and healthcare;Nature Machine Intelligence;2024-08-12

2. Hardware design and the fairness of a neural network;Nature Electronics;2024-07-25

3. Boosting fairness for 3D face reconstruction;2024 International Joint Conference on Neural Networks (IJCNN);2024-06-30

4. Training Against Disguises: Addressing and Mitigating Bias in Facial Emotion Recognition with Synthetic Data;2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG);2024-05-27

5. FairFix: Enhancing Fairness of Pre-Trained Deep Neural Networks with Scarce Data Resources;2024 10th IEEE International Conference on Intelligent Data and Security (IDS);2024-05-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3