← Search

Crystal Elaine Owens

2 accepted papers

2024

Physically Compatible 3D Object Modeling from a Single Image

NeurIPS 2024spotlight

We present a computational framework that transforms single images into 3D physical objects. The visual geometry of a physical object in an image is determined by three orthogonal attributes: mechanical properties, external forces, and rest-shape geometry. Existing single-view 3D reconstruction meth…

Cited by 9SourcePDFScholar
2024

Representing Molecules as Random Walks Over Interpretable Grammars

ICML 2024spotlight

Recent research in molecular discovery has primarily been devoted to small, drug-like molecules, leaving many similarly important applications in material design without adequate technology. These applications often rely on more complex molecular structures with fewer examples that are carefully des…

Cited by 3SourcePDFScholar