Essays about: "Luca Marson"

Found 1 essay containing the words Luca Marson.

  1. 1. Enforcing low confidence class predictions for out of distribution data in deep convolutional networks

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Luca Marson; [2020]
    Keywords : ;

    Abstract : Modern discriminative deep neural networks are known to perform high confident predictions for inputs far away from the training data distribution, commonly referred to as out-of-distribution inputs. This property poses security concerns for the deployment of deep learning models in critical applications like autonomous vehicles because it hinders the detection of such inputs. READ MORE