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Edith Tretschk

5 accepted papers

2023

CCuantuMM: Cycle-Consistent Quantum-Hybrid Matching of Multiple Shapes

CVPR 2023poster

Jointly matching multiple, non-rigidly deformed 3D shapes is a challenging, NP-hard problem. A perfect matching is necessarily cycle-consistent: Following the pairwise point correspondences along several shapes must end up at the starting vertex of the original shape. Unfortunately, existing quantum…

Cited by 15SourcePDFScholar
2023

QuAnt: Quantum Annealing with Learnt Couplings

ICLR 2023top-25%

Modern quantum annealers can find high-quality solutions to combinatorial optimisation objectives given as quadratic unconstrained binary optimisation (QUBO) problems. Unfortunately, obtaining suitable QUBO forms in computer vision remains challenging and currently requires problem-specific analytic…

Cited by 5SourcePDFScholar
2022

f-SfT: Shape-From-Template With a Physics-Based Deformation Model

CVPR 2022poster

Shape-from-Template (SfT) methods estimate 3D surface deformations from a single monocular RGB camera while assuming a 3D state known in advance (a template). This is an important yet challenging problem due to the under-constrained nature of the monocular setting. Existing SfT techniques predominan…

Cited by 24PDFcodeScholar