Learning Smooth Representation for Unsupervised Domain Adaptation

Keyphrases

• Unsupervised Domain Adaptation 100%
• Smooth Representation 100%
• Lipschitz Constraint 80%
• Target Domain 60%
• Large-scale Dataset 40%
• Constraint Method 40%
• Error Bound 40%
• Mathematical Analysis 20%
• Training Base 20%
• Data Distribution 20%
• Optimization Strategy 20%
• Target Distribution 20%
• Domain Adaptation Method 20%
• Adversarial Training 20%
• Ablation Study 20%
• Lipschitz Continuity 20%

Mathematics

• Error Bound 100%
• Mathematical Analysis 50%
• Data Distribution 50%
• Pointwise 50%
• target distribution π 50%
• Lipschitz Continuity 50%

Computer Science

• Unsupervised Domain Adaptation 100%
• Adversarial Machine Learning 20%
• Experimental Result 20%
• Data Distribution 20%
• Optimization Strategy 20%
• Target Distribution 20%