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Entities

underrepresented groups in training data

Incidents Harmed By

Incident 3671 Report
iGPT, SimCLR Learned Biased Associations from Internet Training Data

2020-06-17

Unsupervised image generation models trained using Internet images such as iGPT and SimCLR were shown to have embedded racial, gender, and intersectional biases, resulting in stereotypical depictions.

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Related Entities

Entity

OpenAI

Incidents involved as both Developer and Deployer
  • Incident 367
    1 Report

    iGPT, SimCLR Learned Biased Associations from Internet Training Data

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Entity

Google

Incidents involved as both Developer and Deployer
  • Incident 367
    1 Report

    iGPT, SimCLR Learned Biased Associations from Internet Training Data

More
Entity

gender minority groups

Incidents Harmed By
  • Incident 367
    1 Report

    iGPT, SimCLR Learned Biased Associations from Internet Training Data

More
Entity

racial minority groups

Incidents Harmed By
  • Incident 367
    1 Report

    iGPT, SimCLR Learned Biased Associations from Internet Training Data

More

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