Provably Improving Generalization of Few-shot models with Synthetic Data

Lan-Cuong Nguyen; Quan Nguyen-Tri; Bang Tran Khanh; Dung D. Le; Long Tran-Thanh; Khoat Than

2025 ICML ICML 2025

Provably Improving Generalization of Few-shot models with Synthetic Data

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Lan-Cuong Nguyen, Quan Nguyen-Tri, Bang Tran Khanh, Dung D. Le, Long Tran-Thanh, Khoat Than

Topics

Machine Learning > Optimization & Theory > Learning Theory Machine Learning > Application Areas > Domain Adaptation Deep Learning > Models > Generative Models

Keywords

image classification few-shot learning prototype learning generalization ability synthetic data distribution discrepancy

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