Regularizing Attention Networks for Anomaly Detection in Visual Question Answering

21 Sep 2020 Doyup Lee Yeongjae Cheon Wook-Shin Han

For stability and reliability of real-world applications, the robustness of DNNs in unimodal tasks has been evaluated. However, few studies consider abnormal situations that a visual question answering (VQA) model might encounter at test time after deployment in the real-world... (read more)

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METHOD TYPE
Entropy Regularization
Regularization