Exploring Edge-Driven Collaborative Fine-Tuning Toward Customized AIGC Services

Keyphrases

• Content Provider 100%
• Edge-based 100%
• Artificial Intelligence Generated Content 100%
• Large Animal Model 40%
• Performance Results 20%
• Collaborative Learning 20%
• Learning Task 20%
• Massive Data 20%
• Resource Consumption 20%
• Medical Scenarios 20%
• Consensus Protocol 20%
• Edge Server 20%
• Edge Cloud 20%
• Heterogeneous User Preferences 20%
• Federated Learning 20%
• X-ray Diagnostics 20%
• Model Consensus 20%
• Professional Knowledge 20%
• Multimodal Pre-training 20%
• Incentive Design 20%
• Personalized Customization 20%
• Privacy Disclosure 20%
• Tuning Framework 20%
• Pre-training Model 20%
• Content Paradigm 20%

Computer Science

• Generated Content 100%
• Artificial Intelligence 100%
• Case Study 20%
• Customisation 20%
• User Preference 20%
• Research Direction 20%
• Federated Learning 20%
• Training Model 20%
• Consensus Protocol 20%
• Edge Server 20%
• Resource Consumption 20%
• Disclosure Privacy 20%
• Collaborative Learning 20%
• Professional Knowledge 20%