CA-FER: Mitigating Spurious Correlation With Counterfactual Attention in Facial Expression Recognition

Keyphrases

• Facial Expression Recognition 100%
• Spurious Correlation 100%
• Attention Mechanism 66%
• Causal Reasoning 66%
• Recognition Task 33%
• Deep Learning 33%
• Synthetic Data 33%
• Public Dataset 33%
• Recognition-based 33%
• Robust Features 33%
• Model Generalization 33%
• Non-robust 33%
• Expression Dataset 33%
• Feature Discrimination 33%
• Statistical Correlation 33%
• Misperception 33%
• Expression Recognition 33%
• Feature Diversity 33%
• Correlation Features 33%

Computer Science

• Facial Expression 100%
• Expression Recognition 100%
• Attention (Machine Learning) 50%
• Generalizability 50%
• Synthetic Datasets 25%
• Field Research 25%
• Deep Learning Method 25%