Temporal teacher with masked transformers for semi-supervised action proposal generation

Keyphrases

• Transformer 100%
• Anchor-free 100%
• Action Proposal Generation 100%
• Joint Training 66%
• Anchor-free Model 66%
• Data Quality 33%
• Recent Advances 33%
• Labeled Data 33%
• Unlabeled Data 33%
• Mutually Beneficial 33%
• Effective Model 33%
• Semi-supervised Method 33%
• Classification Task 33%
• Free Object 33%
• Transformer-based 33%
• Lightweight Structures 33%
• Semi-supervised Learning 33%
• Unit Level 33%
• Task Performance 33%
• Annotated Dataset 33%
• Encoder 33%
• Detection Model 33%
• Generation Task 33%
• Snippets 33%
• Consistency Learning 33%
• Transformer Model 33%
• Action Proposals 33%
• Proposal Generation 33%
• Scoring Function 33%
• Action Detection 33%
• Object Detector 33%
• Boundary Location 33%
• Self-training Method 33%
• Temporal Evaluation 33%
• Temporal Proposal 33%
• Student Model 33%
• Annotation Effort 33%
• Teacher-student Framework 33%
• Anchor-based Detection 33%
• Training Deep Neural Networks 33%

Computer Science

• Supervised Method 100%
• Annotation 100%
• Task Performance 100%
• Detection Pipeline 100%
• Classification Task 100%
• Scoring Function 100%
• Semisupervised Learning 100%
• Object Detector 100%
• Deep Neural Network 100%

INIS

• proposals 100%
• transformers 100%
• anchors 100%
• data 33%
• learning 33%
• detection 33%
• datasets 33%
• performance 16%
• levels 16%
• architecture 16%
• design 16%
• pipelines 16%
• classification 16%
• evaluation 16%
• prediction 16%
• units 16%
• benchmarks 16%
• humans 16%
• trains 16%
• neural networks 16%
• masks 16%