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@Kheil-Z Kheil-Z commented Nov 12, 2025

Fixes #8540 .

Description

This is a work-in-progress PR to extend VoxelMorph.forward for optional label (moving_seg, fixed_seg, keypoints) support, enabling semi-supervised deformable image registration.

Current State

No functional changes yet.

Next steps :

  • Implement warping of segmentation maps using self.warp.
  • Update the function signature to include optional moving_seg and fixed_seg.
  • Update tests and docstrings accordingly.

Types of changes

  • [] Non-breaking change (fix or new feature that would not break existing functionality).
  • Breaking change (fix or new feature that would cause existing functionality to change).
  • New tests added to cover the changes.
  • Integration tests passed locally by running ./runtests.sh -f -u --net --coverage.
  • Quick tests passed locally by running ./runtests.sh --quick --unittests --disttests.
  • In-line docstrings updated.
  • Documentation updated, tested make html command in the docs/ folder.

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coderabbitai bot commented Nov 12, 2025

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  • WIP
  • DO NOT MERGE

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Successfully merging this pull request may close these issues.

Add warning to documentation that warp in nearest neighbor mode is non differentiable

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