FROB: Few-shot ROBust Model for Classification and Out-of-Distribution Detection

Computer Science

• Adversarial Machine Learning 50%
• Class Classification 50%
• Class Distribution 50%
• Critical System 50%
• Deep Neural Network 50%
• Sample Distribution 50%
• Self-Supervised Learning 100%
• Training Data 50%
• Training Dataset 50%

Mathematics

• Deep Neural Network 33%
• Outlier 100%
• Sample Distribution 33%
• Test Set 33%
• Training Data 33%
• Training Dataset 33%

Chemical Engineering

• Deep Neural Network 50%
• Supervised Learning 100%