A lightweight multitask learning model with adaptive loss balance for tropical cyclone intensity and size estimation

HIGHLIGHTS

  • who: -Balanced data distribution and colleagues from the (UNIVERSITY) have published the research work: A Lightweight Multitask Learning Model With Adaptive Loss Balance for Tropical Cyclone Intensity and Size Estimation, in the Journal: (JOURNAL)
  • what: The authors propose a lightweight multi-task learning model (TC-MTLNet) with adaptive loss balance to simultaneously estimate and Adaptive loss balance is utilized to solve the problem of inconsistent convergence speed of and tasks. The authors explore model interpretability by deep learning visualization techniques. To improve generalization, the authors design three data enhancement methods. The authors design a parallel . . .

     

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