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Zehranaz Canfes

2 accepted papers

2025

4Deform: Neural Surface Deformation for Robust Shape Interpolation

CVPR 2025poster

Generating realistic intermediate shapes between non-rigidly deformed shapes is a challenging task in computer vision, especially with unstructured data (e.g., point clouds) where temporal consistency across frames is lacking, and topologies are changing. Most interpolation methods are designed for…

Cited by 0SourcePDFScholar
2025

Implicit Neural Surface Deformation with Explicit Velocity Fields

ICLR 2025poster

In this work, we introduce the first unsupervised method that simultaneously predicts time-varying neural implicit surfaces and deformations between pairs of point clouds. We propose to model the point movement using an explicit velocity field and directly deform a time-varying implicit field using…