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Exploring Uncertainty Measures for Image-Caption Embedding-and-Retrieval Task
With the wide development of black-box machine learning algorithms, particularly deep neural network (DNN), the practical demand for the reliability assessment is rapidly rising.
Deep Generative Model using Unregularized Score for Anomaly Detection with Heterogeneous Complexity
Empirical results demonstrate that the unregularized score is robust to the inherent complexity of samples and can be used to better detect anomalies.
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