3 ms·

How does ensembling work? What

• minimaxir 3y ago
  Combining the results of multiple models and then adding another layer onto the combined output tends to increase accuracy / reduce error rates. (not new to AI: it's been done for over a decade)
  • EGreg 3y ago
    But how to combine the results?
    • bbor 3y ago
      In this case, the first model generates a general image, and the second model handles finer details
    • minimaxir 3y ago
      Usually just by concatenating the final hidden states (before any classifier/regression/image output head)
• liuliu 3y ago
  Many ways, for one: https://magicfusion.github.io/ https://magicfusion.github.io/