Energy-Based Open-World Uncertainty Modeling for Confidence Calibration

Keyphrases

• Softmax 100%
• Model Uncertainty 100%
• Energy-based 100%
• Global Uncertainty 100%
• Open World 100%
• Confidence Calibration 100%
• State-of-the-art Techniques 33%
• Classification Accuracy 33%
• Discriminative Classifier 33%
• Data Distribution 33%
• High Probability 33%
• Existing State 33%
• Deep Neural Network 33%
• Classification Task 33%
• K(I) 33%
• Machine Learning System 33%
• Cross-entropy Loss 33%
• Overconfident Prediction 33%
• Decision Reliability 33%
• Closed World 33%

Computer Science

• Model Uncertainty 100%
• Classification Accuracy 50%
• Data Distribution 50%
• Objective Function 50%
• Deep Neural Network 50%
• Classification Task 50%
• Machine Learning 50%