Multi-Task Consistency for Active Learning

Keyphrases

• Active Learning 100%
• Multi-task 100%
• Inconsistency 66%
• Vision Task 33%
• Segmentation Quality 33%
• Few Labels 33%
• Informative Sample 33%
• Training Data 16%
• Existing State 16%
• Vision-based 16%
• Object Detection 16%
• Semantic Segmentation 16%
• Selection Strategy 16%
• Bounding Box 16%
• Learning-based 16%
• State-of-the-art Techniques 16%
• Multiple Baseline 16%
• Object Semantics 16%
• New Metric 16%
• Active Learning Strategies 16%
• Random Selection 16%
• Multi-task Network 16%
• Task Object 16%

Computer Science

• Active Learning 100%
• Image Segmentation 25%
• Object Detection 25%
• Based Active Learning 25%
• Annotation 25%
• Multiple Task 25%
• Selection Strategy 25%
• Training Data 25%
• Random Selection 25%