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Are transformer-based models more robust than CNN-based models?

Zhendong Liu, Shuwei Qian, Changhong Xia, Chongjun Wang

2023Neural Networks25 citationsDOI

Topics & Concepts

Robustness (evolution)Computer scienceArtificial intelligenceMachine learningRobustness testingData miningGeneChemistryFuzzy logicBiochemistryAdversarial Robustness in Machine LearningAnomaly Detection Techniques and ApplicationsExplainable Artificial Intelligence (XAI)
Are transformer-based models more robust than CNN-based models? | Litcius