Browsing 40-Issue 1 by Subject "data analysis"

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    • TopoAct: Visually Exploring the Shape of Activations in Deep Learning 

      Rathore, Archit; Chalapathi, Nithin; Palande, Sourabh; Wang, Bei (© 2021 Eurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltd, 2021)
      Deep neural networks such as GoogLeNet, ResNet, and BERT have achieved impressive performance in tasks such as image and text classification. To understand how such performance is achieved, we probe a trained deep neural ...