no code implementations • 27 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.
1 code implementation • 5 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