Unsupervised Out-of-Distribution Detection Using Few In-Distribution Samples
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)（2023）
关键词
available ID samples,demonstration-based data augmentation,distance metrics,Few-shot OOD detection,few-shot perspective,fine-tuning,ID data,ID datasets,ID training samples,in-distribution samples,in-distribution training data,meta-learning,metric learning,metric-learning approaches,natural language classifiers,OOD datasets,OOD detector,out-of-distribution detection problem,pre-trained transformer,previous OOD detection methods,text classification,unsupervised manner
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