Planes vs. Chairs: Category-Guided 3D Shape Learning Without any 3D Cues

Keyphrases

• Multi-object 100%
• Object Categories 100%
• Three-dimensional Shape Reconstruction 100%
• ShapeNet 100%
• 3D Shape Learning 100%
• State-of-the-art Techniques 50%
• Reconstruction Method 50%
• Regularization Method 50%
• Unsupervised Learning 50%
• Single View 50%
• Learning Approaches 50%
• Superior Performance 50%
• Learning Facilitation 50%
• Use Category 50%
• Single Model 50%
• Multi-view Images 50%
• Metric Learning 50%
• Single Viewpoint 50%
• Category Labels 50%
• Shape Prediction 50%
• Class Information 50%
• Shape Knowledge 50%
• Single RGB Image 50%
• Categorical Measure 50%
• 3D Shape Representation 50%

Computer Science

• Object Category 100%
• Regularization 50%
• Learning Approach 50%
• Annotation 50%
• Superior Performance 50%
• Shape Representation 50%
• RGB Image 50%
• Class Information 50%