FairCrowd: Fair Human Face Dataset Sampling via Batch-Level Crowdsourcing Bias Inference

Keyphrases

• Face Database 100%
• Human Face 100%
• Crowdsourcing 100%
• Data Service 100%
• Dataset Sampling 100%
• Data Quality 40%
• Demographic Groups 40%
• Data Sampling 40%
• Visual Information 20%
• Sampling Problems 20%
• Sampling Framework 20%
• Face Recognition 20%
• Shuffling Mechanism 20%
• Face Image 20%
• Data Accuracy 20%
• Inference Model 20%
• Large Category 20%
• Accuracy Performance 20%
• Celebrity 20%
• Crowd Worker 20%
• Accuracy-aware 20%
• Label Inference 20%
• Data Shuffling 20%
• Demographic Bias 20%
• Crowd Intelligence 20%
• Real World Face Images 20%
• Human Face Image 20%
• Face Generation 20%
• Data Imbalance Issue 20%
• Facial Expression Dataset 20%
• Facial Data 20%
• Face Attribute Recognition 20%

Computer Science

• Data Services 100%
• Sampling Data 40%
• Demographic Group 40%
• Visual Informations 20%
• Sampling Problem 20%
• Face Recognition 20%
• Inference Model 20%