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The Art of Losing to Win: Using Lossy Image Compression to Improve Data Loading in Deep Learning Pipelines.

Lennart BehmeSaravanan ThirumuruganathanAlireza Rezaei MahdirajiJorge-Arnulfo Quiané-RuizVolker Markl
Published in: ICDE (2023)
Keyphrases
  • data sets
  • deep learning
  • data analysis
  • high quality
  • image data
  • raw data
  • original data
  • data distribution
  • training data
  • data points
  • data mining
  • multiresolution