shortcut learning

MaskTune: Mitigating Spurious Correlations by Forcing to Explore NeurIPS 2022 Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NeurIPS 2022 Threat Scenarios and Best Practices to Detect Neural Fake News COLING 2022 Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective ICLR 2022 Breaking Shortcuts by Masking for Robust Visual Reasoning WACV 2021 Can contrastive learning avoid shortcut solutions? NeurIPS 2021 DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities ICCV 2021 Dissecting Image Crops ICCV 2021 Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network CoNLL 2021 Rectifying the Shortcut Learning of Background for Few-Shot Learning NeurIPS 2021 Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning EMNLP 2021 Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models NAACL 2021 Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts MLHC 2020 Learning De-biased Representations with Biased Representations ICML 2020