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Author

Hannah Kerner

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#artificial intelligence Preprint Aug 2026

A Large-scale Evaluation of Text-guided Models for Facial Editing

Face-Edit-Attributes, the largest collection of $169$ facial editing attributes focused on hair, accessories, and pose edits, is presented, which shows that most models performed hair and accessory edits well, but struggled with editing pose.

Rahul Nair, Saurav Pandit, Hannah Kerner · 0 citations
#machine learning Conference Dec 2024

Classification Drives Geographic Bias in Street Scene Segmentation

This work investigated geo-biases in a Eurocentric driving dataset (Cityscapes) on the fine-grained localization task of instance segmentation and found that instance segmentation models trained on European driving scenes (Eurocentric models) were geo-biased.

Rahul Nair, Gabriel Tseng, Esther Rolf et al. · 0 citations

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