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Project-MONAI
MONAI
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modify unified_focal_loss.py
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modify unified_focal_loss.py
#8626
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modify unified_focal_loss.py
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deleta use_sigmoid parameter
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Commits on Nov 7, 2025
Generalize AsymmetricUnifiedFocalLoss for align interface
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Enhanced AsymmetricUnifiedFocalLoss with Sigmoid/Softmax
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Enhanced AsymmetricUnifiedFocalLoss with Sigmoid/Softmax
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minor fix: 1. Add stacklevel=2 to warning. 2. Pass include_background to sub-losses. 3. let sub-losses handle include_background.
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minor fixes
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Fix docstring default value and validation logic and message.
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Fix docstring default value.
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fix AttributeError: 'AsymmetricUnifiedFocalLoss' object has no attribute 'include_background'.
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Relocate the sigmoid/softmax application to be conditional on the number of channels.
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Fix docstring default value.
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fix the loss function activates y_pred more than once (double activation)
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Validation logic may reject valid inputs.
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[pre-commit.ci] auto fixes from pre-commit.com hooks
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fix using function twice.
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Merge branch 'fix-issue-8603' of https://github.com/ytl0623/MONAI into fix-issue-8603
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Commits on Nov 19, 2025
Merge branch 'dev' into fix-issue-8603
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