116 citations · 1.2k across the 49 of their papers we have counts for
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cs.CV2023★ 1 cited
Semantic and Expressive Variation in Image Captions Across Languages
Andre Ye, Sebastin Santy, Jena D. Hwang +2
Computer vision often treats human perception as homogeneous: an implicit assumption that visual stimuli are perceived similarly by everyone. This assumption is reflected in the wa…
cs.CV2023
Confidence Contours: Uncertainty-Aware Annotation for Medical Semantic Segmentation
Andre Ye, Quan Ze Chen, Amy Zhang
Medical image segmentation modeling is a high-stakes task where understanding of uncertainty is crucial for addressing visual ambiguity. Prior work has developed segmentation model…
cs.CV2023★ 19 cited
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets
Teanna Barrett, Quan Ze Chen, Amy X. Zhang
To investigate the well-observed racial disparities in computer vision systems that analyze images of humans, researchers have turned to skin tone as more objective annotation than…