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    • Overfitting NN loop-filters in video coding 

      Yang, Ruiying; Santamaria, Maria; Cricri, Francesco; Zhang, Honglei; Lainema, Jani; Youvalari, Ramin G.; Hannuksela, Miska M.; Elomaa, Tapio
      Visual Communications and Image Processing (2023)
      conference
      <p>Overfitting is usually regarded as a negative condition since it impairs the generalisation power of a model. Nevertheless, overfitting a Neural Network (NN) on test data may be advantageous to improve the compression ...