Joint-Detnas: Upgrade your Detector with NAS, Pruning and Dynamic Distillation

Keyphrases

• Pruning 100%
• Distillation 100%
• Morphism 66%
• High Performance 33%
• Latency 33%
• Additional Training 33%
• Search Costs 33%
• Optimal Matching 33%
• Object Detection 33%
• Architectural Knowledge 33%
• MS COCO 33%
• Knowledge Distillation 33%
• Neural Architecture Search 33%
• Architecture Pruning 33%
• Weight Inheritance 33%
• Search Pruning 33%
• EfficientDet 33%
• Redundant Parameters 33%

Computer Science

• Pipelining 100%
• Object Detection 50%
• Search Knowledge 50%
• Neural Architecture Search 50%
• Knowledge Distillation 50%

Engineering

• Joints (Structural Components) 100%
• Additional Cost 20%
• Additional Training 20%