Out-of-Distribution Detection with Attention Head Masking for Multimodal Document Classification

Christos Constantinou, Georgios Ioannides, Aman Chadha +2

Detecting out-of-distribution (OOD) data is crucial in machine learning applications to mitigate the risk of model overconfidence, thereby enhancing the reliability and safety of d…