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Found 3 papers, 2 papers with code
Beyond Skin Tone: A Multidimensional Measure of Apparent Skin Color
While effective, the Fitzpatrick scale only focuses on the skin tone ranging from light to dark.
A View From Somewhere: Human-Centric Face Representations
Few datasets contain self-identified sensitive attributes, inferring attributes risks introducing additional biases, and collecting attributes can carry legal risks.
Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning
We implement our framework by pruning the model while fine-tuning it on the debiasing objective.
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