Publications

MELON: NeRF with Unposed Images Using Equivalence Class Estimation

A. Levy*, M. Matthews*, M. Sela, G. Wetzstein, D. Lagun
arXiv preprint

Website – Code (soon)

Amortized Inference for Heterogeneous Reconstruction in Cryo-EM

A. Levy, G. Wetzstein, J. Martel, F. Poitevin, E. Zhong
NeurIPS, 2022

Website – Code – Poster

Heterogeneous reconstruction of deformable atomic models in Cryo-EM

Y. Nashed, A. Peck, J. Martel, A. Levy, B. Koo, G. Wetzstein, N. Miolane, D. Ratner, F. Poitevin
NeurIPS Workshops, 2022

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images

A. Levy, F. Poitevin, Y. Nashed, A. Peck, N. Miolane, D. Ratner, M. Dunne, G. Wetzstein
ECCV, 2022

Code – Poster

Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy

C. Donnat, A. Levy, F. Poitevin, N. Miolane
Journal of Structural Biology, 2022

Voltage-Controlled Superparamagnetic Ensembles for Low-Power Reservoir Computing

A. Welbourne, A. Levy, M. Ellis, H. Chen, M. Thompson, E. Vasilaki, D. Allwood, T. Hayward
Applied Physics Letters, 2021