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Index Terms — Few-Shot Learning, Biomedical Time Series

I. INTRODUCTION

II. BACKGROUND AND CONCEPTS

A. Problem Definition

B. Episodic Pre-Training

III. METHOD

IV. RESULTS

V. DISCUSSION

A. Challenges and Potential Solutions

B. Emerging and Promising Fields of Few-Shot Learning

VI. CONCLUSION
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