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4609: Add AUC-Margin Loss for AUROC optimization - #8719

Merged

ericspod merged 9 commits into

Project-MONAI:devfrom

shubham-61969:4609-aucm-loss

May 18, 2026

Merged

4609: Add AUC-Margin Loss for AUROC optimization#8719
ericspod merged 9 commits into
Project-MONAI:devfrom
shubham-61969:4609-aucm-loss

Commits on May 17, 2026
- Add AUC-Margin loss for AUROC optimization (#4609)
  shubham-61969
  committed
  74194f2
- [pre-commit.ci] auto fixes from pre-commit.com hooks
  
  pre-commit-ci[bot]
  authored and
  shubham-61969
  committed
  3f3a596
- Correct masked mean computation in AUCMLoss and update docstrings
  shubham-61969
  committed
  4d8289e
- Validate binary targets, clarify reduction, and fix AUCM typing
  shubham-61969
  committed
  ffed938
- Validate imratio and input shape, added test cases for it and fix non-binary target test
  shubham-61969
  committed
  07376da
- Refactor AUCMLoss implementation and improve tests
  shubham-61969
  committed
  73d761b
- Address coderabbitai review comments for AUCMLoss and tests
  shubham-61969
  committed
  fe27eea
- adding robust coverege AUCM loss testcases
  shubham-61969
  committed
  f11d75e
Commits on May 18, 2026
- Merge branch 'dev' into 4609-aucm-loss
  ericspod
  authored
  355fe34