Paras Dahal

Blog

Notes on AI

  • Jul 30 2019

    Breaking Deep Neural Networks with Adversarial Attacks

    Jul 30 2019

    Analyzing different adversarial attacks, their effects on the representation space and potential defense mechanisms.

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  • Apr 24 2019

    Using Deep Neural Networks for Clustering

    Apr 24 2019

    A comprehensive introduction and discussion of important works on deep learning based clustering algorithms.

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  • Jun 02 2017

    Softmax and Cross Entropy Loss

    Jun 02 2017

    Understanding the intuition and maths behind softmax and the cross entropy loss - the ubiquitous combination in classification algorithms.

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