Weakly Supervised Learning for Facial Affective Behavior Analysis: a Review

Keyphrases

• Affective Behavior Analysis 100%
• Facial Affective Behavior 100%
• Weakly Supervised Learning 100%
• Weak Annotations 40%
• Supervised Learning Method 40%
• Deep Learning 20%
• Recent Advances 20%
• Real-world Application 20%
• Facial Expression 20%
• Deep Learning Model 20%
• Video Data 20%
• Estimation Task 20%
• Foundation Models 20%
• Annotated Dataset 20%
• Real-time Video 20%
• Learnability 20%
• Control Sets 20%
• Computational Capacity 20%
• Static Image 20%
• Action Units 20%
• Model Training 20%
• Learning Scenarios 20%
• Behavioral Systems Analysis 20%
• Action Unit Intensity Estimation 20%
• Subtle Facial Expressions 20%
• Efficient Adaptation 20%
• Critical Synthesis 20%
• Facial Movement 20%
• Action Unit Recognition 20%

Computer Science

• Supervised Learning 100%
• Behavior Analysis 100%
• Facial Expression 40%
• Annotation 40%
• Deep Learning Method 20%
• Learning Approach 20%
• World Application 20%
• Deep Learning Model 20%
• Research Direction 20%
• Training Model 20%
• Analysis System 20%
• Captured Image 20%
• Computational Capacity 20%
• Foundation Model 20%
• Learning Capacity 20%
• facial action 20%