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BiasMedium

Image Upscaling Algorithm PULSE Allegedly Produced Facial Images with Caucasian Features More Often

Occurred
Jun 20, 2020
Published
Jun 24, 2020
Source
AI Incident Database

Summary

Image upscaling tool PULSE powered by NVIDIA's StyleGAN reportedly generated faces with Caucasian features more often, although AI academics, engineers, and researchers were not in agreement about where the source of bias was.

Developers

  • Duke researchers

Deployers

  • Duke researchers

Harmed parties

  • people having non-Caucasian facial features

Classification

Category confidence: 90%
Severity confidence: 80%

Rationale: Incident involves algorithmic bias in facial image generation with disputed source attribution.

Classifier: Qwen/Qwen3.5-35B-A3B-FP8

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