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Simulating the Behaviour of Choquet-Like (pre) Aggregation Functions for Image Resizing in the Pooling Layer of Deep Learning Networks.

Camila Alves DiasJéssica C. S. BuenoEduardo N. BorgesGiancarlo LuccaHélida Salles SantosGraçaliz Pereira DimuroHumberto BustincePaulo Drews Jr.Silvia BotelhoEduardo Silva Palmeira
Published in: IFSA/NAFIPS (2019)
Keyphrases
  • deep learning
  • aggregation functions
  • image resizing
  • unsupervised learning
  • aggregate queries
  • machine learning
  • compressed images
  • weakly supervised
  • multiscale
  • supervised learning
  • model selection
  • mental models