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2511.18123
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Bias Is a Subspace, Not a Coordinate: A Geometric Rethinking of Post-hoc Debiasing in Vision-Language Models
22 November 2025
Dachuan Zhao
Weiyue Li
Zhenda Shen
Yushu Qiu
Bowen Xu
Haoyu Chen
Yongchao Chen
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"Bias Is a Subspace, Not a Coordinate: A Geometric Rethinking of Post-hoc Debiasing in Vision-Language Models"
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