Visual attention methods in deep learning: An in-depth survey

Keyphrases

• Deep Learning 100%
• Visual Attention 100%
• Attention Technique 100%
• Attention Mechanism 60%
• Human Cognitive 40%
• Training Data 20%
• Large-scale Networks 20%
• Computer Vision 20%
• Comprehensive Survey 20%
• Specific Information 20%
• Computational Resources 20%
• Prominent Features 20%
• Deep Model 20%
• Transformer 20%
• Fundamental Building Blocks 20%
• Data Modality 20%
• Self-attention 20%
• Deep Attention 20%
• Complementary Attention 20%
• Cognitive Awareness 20%
• Cognitive Systems 20%

Computer Science

• Deep Learning Method 100%
• Visual Attention 100%
• Attention (Machine Learning) 100%
• Related Question 33%
• Training Data 33%
• Computer Vision 33%
• Research Direction 33%
• Fundamental Concept 33%
• Computational Resource 33%
• Basic Building Block 33%
• Cognitive System 33%
• Cognitive Awareness 33%
• Essential Aspect 33%

Psychology

• Computer Vision 100%