David Shustin — accepted AI-conference papers

2024

Mixture of neural fields for heterogeneous reconstruction in cryo-EM

Axel Levy, Rishwanth Raghu, David Shustin, Adele Rui-Yang Peng, Huan Li, Oliver Biggs Clarke +2

NeurIPS 2024poster

Cryo-electron microscopy (cryo-EM) is an experimental technique for protein structure determination that images an ensemble of macromolecules in near-physiological contexts. While recent advances enable the reconstruction of dynamic conformations of a single biomolecular complex, current methods do…

Cited by 0 Source ↗PDF ↗Scholar ↗

2024

Neural Spline Fields for Burst Image Fusion and Layer Separation

Ilya Chugunov, David Shustin, Ruyu Yan, Chenyang Lei, Felix Heide

CVPR 2024poster

Each photo in an image burst can be considered a sample of a complex 3D scene: the product of parallax diffuse and specular materials scene motion and illuminant variation. While decomposing all of these effects from a stack of misaligned images is a highly ill-conditioned task the conventional alig…

Cited by 13 Source ↗PDF ↗Scholar ↗