Browsing by Subject "Convolutional neural networks"

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  • On the Robustness of Quantized Convolutional Neural Networks 

    Langille, Jack (2024-08-21)
    This thesis studies the performance and robustness of post-training INT8 quantized convolutional neural networks under various perturbation regimes. Perturbations include additive white Gaussian noise (AWGN), spatially ...