Blaine Hoak (@blainehoak.bsky.social)

Our paper “Err on the Side of Texture: Texture Bias on Real Data” appeared at the IEEE Conference on Secure and Trustworthy Machine Learning (SaTML) back in April! Link: arxiv.org/abs/2412.10597

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Err on the Side of Texture: Texture Bias on Real Data Bias significantly undermines both the accuracy and trustworthiness of machine learning models. To date, one of the strongest biases observed in image classification models is texture bias-where model... https://arxiv.org/abs/2412.10597