Data Quality-Aware Mixed-Precision Quantization via Hybrid Reinforcement Learning

Keyphrases

• Data Quality 100%
• Quality-aware 100%
• Bit-width 100%
• Mixed Precision Quantization 100%
• Hybrid Reinforcement Learning 100%
• Image Data 16%
• Training Set 16%
• Image Quality 16%
• Real-world Application 16%
• Hybrid Optimization 16%
• Task Performance 16%
• Quality Changes 16%
• Benchmark Dataset 16%
• Decision Policy 16%
• Sampling Process 16%
• Quantization Bits 16%
• Policy Optimization 16%
• Non-difference 16%
• Quantization Method 16%
• Benchmark Network 16%
• Suboptimal Performance 16%
• Continuous Probability Distributions 16%
• Reinforcement Learning Task 16%
• Supervised Quantization 16%
• Input Quality 16%
• Quantized Model 16%

Computer Science

• Reinforcement Learning 100%
• Image Quality 50%
• World Application 50%
• Task Performance 50%
• Decision Policy 50%
• Optimization Policy 50%
• Sampling Process 50%

Engineering

• Quality Data 100%
• Reinforcement Learning 100%
• Real World Application 25%
• Learning Task 25%
• Sampling Process 25%