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2024 ICML ICML 2024

Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting

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

Anthony Chen, Huanrui Yang, Yulu Gan, Denis A Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Kurt Keutzer, Shanghang Zhang

Topics

Machine Learning > Core Methods > Classification Machine Learning > Application Areas > Efficient Computing Deep Learning > Architectures > Neural Networks

Keywords

feature similarity uncertainty estimation ensemble ood-aware subtask-splitting tree-like architecture
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