Curating Datasets for Better Performance with Example Training Dynamics

Keyphrases

• Training Dynamics 100%
• Computational Cost 20%
• Performance Improvement 20%
• Preprocessing Techniques 20%
• NLP. 20%
• Large Animal Model 20%
• Active Learning Approach 20%
• Training Model 20%
• Data Quantity 20%
• Computation Cost 20%
• Out-of-distribution Detection 20%
• In-distribution 20%

Computer Science

• Training Example 100%
• Active Learning 20%
• Computational Cost 20%
• Preprocessing Step 20%
• Learning Approach 20%
• Relative Importance 20%
• Computation Cost 20%

Earth and Planetary Sciences

• Scale Model 100%