Towards robust and discriminative sequential data learning: When and how to perform adversarial training?

Keyphrases

• Sequential Data 100%
• Data Learning 100%
• Adversarial Training 100%
• Deep Learning Model 75%
• Training Approaches 75%
• Data Augmentation 25%
• Image Data 25%
• Training Data 25%
• Classification Task 25%
• Generalization Performance 25%
• Irrelevant Information 25%
• Model Output 25%
• Transaction Data 25%
• Single Snapshot 25%
• Effective Data 25%
• Sequential Pattern 25%
• Static Data 25%
• Output Distribution 25%
• Sequential Data Classification 25%
• Large Volumes of Data 25%

Computer Science

• Adversarial Machine Learning 100%
• Deep Learning Model 75%
• Generalization Performance 25%
• Transaction Data 25%
• Sequential Pattern 25%
• Data Classification 25%
• Data Augmentation 25%
• Training Data 25%
• Classification Task 25%

Chemical Engineering

• Deep Learning Method 100%