Communication-efficient Multi-source Domain Adaptive Object Detection under Privacy Constraints

Keyphrases

• Communication Efficiency 100%
• Object Detection 100%
• Multi-source Domains 100%
• Domain Adaptive Object Detection 100%
• Privacy Constraint 100%
• Data Privacy 66%
• Communication Cost 66%
• Source Data 66%
• Adaptative 66%
• Local Data 33%
• Multiple Clients 33%
• Multiple Cameras 33%
• Detection Task 33%
• Information Integration 33%
• Domain Adaptation 33%
• Source Domain 33%
• Client-side 33%
• Learning Methods 33%
• Access Targets 33%
• Generalized Model 33%
• Voting System 33%
• New Research Areas 33%
• All-source 33%
• Lack of Information 33%
• Minimal Communication 33%
• Data Diversity 33%
• Privacy Communication 33%
• Federated Learning 33%
• Pseudo Label 33%
• Domain Adaptation Learning 33%
• Multi-source Domain Adaptation 33%
• Minimizing Communication 33%

Computer Science

• Object Detection 100%
• Domain Adaptation 40%
• Data Privacy 40%
• Communication Cost 40%
• Multiple Client 20%
• Multiple Camera 20%
• False Positive 20%
• False Negative 20%
• Structure Model 20%
• Generalized Model 20%
• Data Diversity 20%
• Federated Learning 20%