Essays about: "Jingwen Fu"

Found 1 essay containing the words Jingwen Fu.

  1. 1. A Comparison of CNN and Transformer in Continual Learning

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

    Author : Jingwen Fu; [2023]
    Keywords : Convolutional Neural Network; Transformer; Continual Learning; Image Classification; Faltade Neurala Nätverk; Transformator; Kontinuerligt Lärande; Bildklassificering;

    Abstract : Within the realm of computer vision tasks, Convolutional Neural Networks (CNN) and Transformers represent two predominant methodologies, often subject to extensive comparative analyses elucidating their respective merits and demerits. This thesis embarks on an exploration of these two models within the framework of continual learning, with a specific focus on their propensities for resisting catastrophic forgetting. READ MORE