Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Models

Keyphrases

• Object Detection Algorithm 100%
• CLIPPERS 100%
• Transformer-based Detection 100%
• Transformer 66%
• Soft Error 66%
• Transformer Model 66%
• Resilience 33%
• Autonomous Vehicles 33%
• CNN Model 33%
• Model Robustness 33%
• Mitigation Strategies 33%
• Range Limits 33%
• Aviation 33%
• Lite 33%
• Attention Block 33%
• Bit-flipping 33%
• You Only Look Once Version 3 (YOLOv3) 33%
• Global Hybrid 33%
• Transformer-2 33%

Computer Science

• Object Detection 100%
• Convolutional Neural Network 100%
• Soft Error 66%
• Deep Neural Network 33%
• Autonomous Vehicles 33%
• Mitigation Strategy 33%
• YOLOv3 33%
• Transformer Model 33%

Engineering

• Convolutional Neural Network 100%
• Soft Error 66%
• Mitigation Strategy 33%
• Shortfall 33%
• Deep Neural Network 33%