Search Results for author: Denis A Gudovskiy

Found 1 papers, 0 papers with code

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

no code implementations14 Dec 2023 Anthony Chen, Huanrui Yang, Yulu Gan, Denis A Gudovskiy, Zhen Dong, Haofan Wang, Tomoyuki Okuno, Yohei Nakata, Shanghang Zhang, Kurt Keutzer

In particular, we build a tree-like Split-Ensemble architecture by performing iterative splitting and pruning from a shared backbone model, where each branch serves as a submodel corresponding to a subtask.

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