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Shortcut learning in deep neural networks.

, , , , , , и . Nat. Mach. Intell., 2 (11): 665-673 (2020)

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Claudio Puschel

Claudio Wilmanns

Claudio Meiss

Paoloni Claudio

Claudio Narcisi

 

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ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness., , , , , и . CoRR, (2018)Closing the Generalization Gap in One-Shot Object Detection., , и . CoRR, (2020)Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming., , , , , , , и . CoRR, (2019)Iterative weakly supervised learning for novel class object detection., , и . Tiny Papers @ ICLR, OpenReview.net, (2023)One-shot Texture Segmentation., , , и . CoRR, (2018)One-Shot Segmentation in Clutter., , и . ICML, том 80 из Proceedings of Machine Learning Research, стр. 3546-3555. PMLR, (2018)Shortcut Learning in Deep Neural Networks., , , , , , и . CoRR, (2020)ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness., , , , , и . ICLR, OpenReview.net, (2019)Optimizing Rank-based Metrics with Blackbox Differentiation., , , , , и . CoRR, (2019)One-Shot Instance Segmentation., , , и . CoRR, (2018)