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Mazdak Abulnaga

2 accepted papers

2026

Unified Brain Surface and Volume Registration

ICLR 2026poster

Accurate registration of brain MRI scans is fundamental for cross-subject analysis in neuroscientific studies. This involves aligning both the cortical surface of the brain and the interior volume. Traditional methods treat volumetric and surface-based registration separately, which often leads to i…

Cited by 0SourceScholar
2025

Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers

ICML 2025poster

Sparse linear solvers are fundamental to science and engineering, applied in partial differential equations (PDEs), scientific computing, computer vision, and beyond. Indirect solvers possess characteristics that make them undesirable as stable differentiable modules; existing direct solvers, though…

Cited by 0SourcePDFScholar