Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts

Shengzhuang Chen; Jihoon Tack; Yunqiao Yang; Yee Whye Teh; Jonathan Richard Schwarz; Ying Wei

2024 ICML ICML 2024

Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts

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

Shengzhuang Chen, Jihoon Tack, Yunqiao Yang, Yee Whye Teh, Jonathan Richard Schwarz, Ying Wei

Topics

Artificial Intelligence > Core AI > Foundation Models Artificial Intelligence > Learning Paradigms > Transfer Learning Machine Learning > Application Areas > Domain Adaptation

Keywords

sparsity pattern vision foundation model few-shot generalization sparse mixture-of-experts out-of-distribution tasks meta-tuning

Download PDF