On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection

Neural Information Processing Systems 

One of the main challenges in OoD detection is that neural networks output overconfident predictions on OoD data, make it difficult to determine OoD-ness of data solely based on their predictions.

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