Search Results for author: Haodong Lu

Found 2 papers, 1 papers with code

Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning

no code implementations27 Mar 2024 Huiyi Wang, Haodong Lu, Lina Yao, Dong Gong

We design each adapter module to consist of an adapter and a representation descriptor, specifically, implemented as an autoencoder.

Continual Learning

Learning with Mixture of Prototypes for Out-of-Distribution Detection

1 code implementation5 Feb 2024 Haodong Lu, Dong Gong, Shuo Wang, Jason Xue, Lina Yao, Kristen Moore

To tackle these issues, we propose PrototypicAl Learning with a Mixture of prototypes (PALM) which models each class with multiple prototypes to capture the sample diversities, and learns more faithful and compact samples embeddings to enhance OOD detection.

Out-of-Distribution Detection Out of Distribution (OOD) Detection +1

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