Investigation of Adversarial Robust Training for Establishing Interpretable CNN-based Numerical Observers

Keyphrases

• Neural Network 100%
• Convolutional Neural Network 100%
• Robust Training 100%
• Numerical Observer 100%
• Interpretable Convolutional Neural Network 100%
• Anthropomorphic numerical Observer 33%
• Training Strategy 22%
• Observer Performance 11%
• Human Observer 11%
• Optimization Procedure 11%
• Image Features 11%
• Computer Vision 11%
• Detection Task 11%
• Training Data 11%
• Data-driven Approach 11%
• Neural Network Observer 11%
• Binary Detection 11%
• Human Perception 11%
• Defined Conditions 11%
• Differential Evolution 11%
• Human-Interpretable 11%
• Interpretable Features 11%
• Training Distribution 11%

Computer Science

• Convolutional Neural Network 100%
• image feature 10%
• Training Data 10%
• Driven Approach 10%
• Human Perception 10%
• Computer Vision Literature 10%
• Interpretability 10%
• Differential Evolution 10%

Chemical Engineering

• Neural Network 100%