Using Shape to Categorize: Low-Shot Learning with an Explicit Shape Bias

Keyphrases

• 3D Objects 33%
• 3D Shape 16%
• Computer Vision 16%
• Developmental Psychology 16%
• Discriminative Embedding 16%
• Embedding Space 16%
• Generalization Performance 16%
• Learning Approaches 33%
• Learning Methods 16%
• Low-shot Learning 100%
• Map Image 16%
• Multiple Datasets 16%
• Object Categories 16%
• Object Dataset 16%
• Object Recognition 33%
• Object Shape 50%
• Recognition Method 16%
• Shape Bias 100%
• Synthetic Data 16%
• Vision Research 16%

Computer Science

• Computer Vision 16%
• Dataset Object 16%
• Embedding Space 16%
• Few-Shot Learning 100%
• Generalization Performance 16%
• Learning Approach 33%
• Object Category 16%
• Object Recognition 33%
• Synthetic Data 16%

Psychology

• Computer Vision 100%
• Developmental Psychology 100%