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Gritsenko, William Chan, Mohammad Norouzi, and David J

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Bias Analysis in Unconditional Image Generative Models

cs.CV · 2025-06-10 · conditional · novelty 6.0

In unconditional image generators, measured attribute bias shifts are small and are strongly influenced by whether the attribute classifier's decision boundary falls in a dense or sparse region of the attribute's distribution.

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  • Bias Analysis in Unconditional Image Generative Models cs.CV · 2025-06-10 · conditional · none · ref 7

    In unconditional image generators, measured attribute bias shifts are small and are strongly influenced by whether the attribute classifier's decision boundary falls in a dense or sparse region of the attribute's distribution.