• Avoiding overfiting: new algorithms to improve generalisation in convolutional neural networks 

      Santos, Claudio Filipi Gonçalves dos (Universidade Federal de São Carlos, UFSCar, Programa de Pós-Graduação em Ciência da Computação - PPGCC, Câmpus São Carlos, 22/06/2022)
      Deep Learning has achieved state-of-the-art results in several domains, such as image processing, natural language processing, and audio processing. To accomplish such results, it uses neural networks with several processing ...