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VGU RESEARCH REPOSITORY


Please use this identifier to cite or link to this item: https://epub.vgu.edu.vn/handle/dlibvgu/1275
Title: Open set recognition for deep continual learning
Authors: Lu Minh Khuong 
Keywords: Deep continual learning
Issue Date: 2021
Publisher: Vietnamese-German University
Abstract: 
This thesis introduces a new approach of open set recognition that prevents catastrophic forgetting in deep continual learning. A single model combines a joint probabilistic encoder with a generative model and a linear classifier, all of which are shared among tasks that arrive in sequence. It is developed based on the Variational Auto Encoder (VAE) then wrap the encoder and decoder in a Wide Residual Network (Wide Res Net) to increase the model's accuracy
URI(1): http://epub.vgu.edu.vn/handle/dlibvgu/1275
Rights: Attribution-NonCommercial 4.0 International
Appears in Collections:Computer Science (CS)

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