Cheng, G.; Yang, C.; Yao, X.; Guo, L.; Han, J.: When deep learning meets metric learning: remote sensing image scene classification via learning discriminative CNNs. IEEE Trans. Geosci. Remote Sens.56(5), 2811–2821 (2018) ArticleGoogle Scholar Cheng, G.; Zhou, P.; Han, J.: ...
Deep neural networks (DNNs) are vulnerable to shortcut learning: rather than learning the intended task, they tend to draw inconclusive relationships between their inputs and outputs. Shortcut learning is ubiquitous among many failure cases of neural networks, and traces of this phenomenon can be ...