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2310.04955
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Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks
8 October 2023
Jiazhi Li
Mahyar Khayatkhoei
Jiageng Zhu
Hanchen Xie
Mohamed E. Hussein
Wael AbdAlmageed
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Papers citing
"Information-Theoretic Bounds on The Removal of Attribute-Specific Bias From Neural Networks"
3 / 3 papers shown
Title
Unsupervised Multimodal Deepfake Detection Using Intra- and Cross-Modal Inconsistencies
Mulin Tian
Mahyar Khayatkhoei
Joe Mathai
Wael AbdAlmageed
35
6
0
28 Nov 2023
SABAF: Removing Strong Attribute Bias from Neural Networks with Adversarial Filtering
Jiazhi Li
Mahyar Khayatkhoei
Jiageng Zhu
Hanchen Xie
Mohamed E. Hussein
Wael AbdAlmageed
17
2
0
13 Nov 2023
Information-Theoretic Bias Assessment Of Learned Representations Of Pretrained Face Recognition
Jiazhi Li
Wael AbdAlmageed
13
6
0
08 Nov 2021
1