BayesAdapter: Enhanced Uncertainty Estimation in CLIP Few-Shot Adaptation

Computer Science

• Language Modeling 100%
• Learning System 50%
• Machine Learning 50%
• Paradigm Shift 50%
• Parameter Space 50%
• Probabilistic Framework 50%
• Prompt Learning 50%
• Supplementary Material 50%
• Transfer Learning 50%
• Uncertainty Estimation 100%
• Zero-Shot Learning 50%

Material Science

• Coupling (Materials Design) 100%

Keyphrases

• MAP Inference 25%
• Selective Classification 25%