Reducing Mode Collapse with Monge-Kantorovich Optimal Transport for Generative Adversarial Networks

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)4539-4552
Number of pages14
JournalIEEE Transactions on Cybernetics
Volume54
Issue number8
DOIs
StatePublished - 2024

ASJC Scopus Subject Areas

  • Software
  • Control and Systems Engineering
  • Information Systems
  • Human-Computer Interaction
  • Computer Science Applications
  • Electrical and Electronic Engineering

Keywords

  • Generative adversarial network (GAN)
  • mode collapse
  • Monge problem
  • optimal transport (OT) map

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