Learning from noisy large-scale datasets with minimal supervision

Keyphrases

• Noisy Annotations 100%
• Open Images 100%
• Image Data 100%
• Unsupervised Learning 100%
• Large-scale Dataset 100%
• Major Diagnostic Categories 50%
• Noise Reduction 50%
• Noisy Dataset 50%
• Validation Set 50%
• Annotated Images 50%
• Multiple Annotations 50%
• Multi-task Network 50%
• Million Images 50%
• Class number 50%
• Clean Data 50%
• Noisy Data 50%
• Image Representation 50%

Computer Science

• Annotation 100%
• Large Data Set 14%
• False Positive 14%
• Image Representation 14%
• Validation Set 14%