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Add confidence-aware SO3 geodesic likelihood updates#1996

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FlorianPfaff merged 4 commits into
mainfrom
codex/so3-confidence-heteroskedastic-likelihood
May 8, 2026
Merged

Add confidence-aware SO3 geodesic likelihood updates#1996
FlorianPfaff merged 4 commits into
mainfrom
codex/so3-confidence-heteroskedastic-likelihood

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Summary

  • add log-likelihood updates for SO(3)^K product particle filters
  • add masked, confidence-aware, heteroskedastic geodesic likelihood helpers
  • wire the partitioned SO(3)^K filter through component/block log-likelihood updates
  • add regression tests for zero-likelihood log updates, confidence-to-noise mapping, per-component noise, and partitioned confidence-aware updates

Notes

This upstreams the generic detector-style likelihood machinery from SO3-Pose-Filter without porting SMPL/AMASS-specific code.

Testing

  • Not run locally: the execution environment cannot clone GitHub repositories because DNS resolution for github.com is unavailable.

@FlorianPfaff FlorianPfaff merged commit d41f8f1 into main May 8, 2026
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