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Researcher profile

Saeid Asgari Taghanaki

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Counterbalancing Teacher: Regularizing Batch Normalized Models for Robustness

    2022 · arXiv (Cornell University)

    Batch normalization (BN) is a ubiquitous technique for training deep neural networks that accelerates their convergence to reach higher accuracy. However, we demonstrate that BN comes with a fundamental drawback: it incentivizes the model to …

  2. Vulnerability Analysis of Chest X-Ray Image Classification Against\n Adversarial Attacks

    2018 · arXiv (Cornell University)

    Recently, there have been several successful deep learning approaches for\nautomatically classifying chest X-ray images into different disease categories.\nHowever, there is not yet a comprehensive vulnerability analysis of these\nmodels against the so-called adversarial perturbations/attacks, which makes\ndeep …