Hierarchical ConViT with Attention-Based Relational Reasoner for Visual Analogical Reasoning

Keyphrases

• Attention-based 100%
• Reasoner 100%
• Raven's Progressive Matrices 100%
• Analogical Reasoning 100%
• Matrix Image 33%
• Image Semantics 33%
• Source Code 16%
• Image Level 16%
• Solution Method 16%
• Visual Features 16%
• Performance Gain 16%
• Visual Perception 16%
• Reasoning Ability 16%
• Shallow Layer 16%
• Logical Reasoning 16%
• Complex Patterns 16%
• Visual Patterns 16%
• Convolution Network 16%
• Long-range Dependence 16%
• Convolutional Block 16%
• Shape Pattern 16%
• Pattern Formation 16%
• State-of-the-art Models 16%
• Low-level Attributes 16%
• Reasoning Rules 16%
• Transformer Block 16%
• Multiple Receptive Fields 16%
• Visual Cognition 16%
• Visual Logic 16%
• Combination Pattern 16%

Computer Science

• Semantic Image 100%
• Experimental Result 50%
• Source Codes 50%
• Solution Method 50%
• Receptive Field 50%
• Visual Feature 50%
• Performance Gain 50%
• Complex Pattern 50%
• Range Dependency 50%
• Reasoning Rule 50%
• Level Attribute 50%
• Visual Pattern 50%