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Axel Levy
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Generative novel view synthesis with 3d-aware diffusion models
ER Chan, K Nagano, MA Chan, AW Bergman, JJ Park, A Levy, M Aittala, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
1012023
Deep generative modeling for volume reconstruction in cryo-electron microscopy
C Donnat, A Levy, F Poitevin, ED Zhong, N Miolane
Journal of structural biology 214 (4), 107920, 2022
272022
Cryoai: Amortized inference of poses for ab initio reconstruction of 3d molecular volumes from real cryo-em images
A Levy, F Poitevin, J Martel, Y Nashed, A Peck, N Miolane, D Ratner, ...
European Conference on Computer Vision, 540-557, 2022
272022
Voltage-controlled superparamagnetic ensembles for low-power reservoir computing
A Welbourne, ALR Levy, MOA Ellis, H Chen, MJ Thompson, E Vasilaki, ...
Applied Physics Letters 118 (20), 202402, 2021
202021
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM
A Levy, G Wetzstein, JNP Martel, F Poitevin, E Zhong
Advances in Neural Information Processing Systems 35, 13038-13049, 2022
192022
Heterogeneous reconstruction of deformable atomic models in Cryo-EM
Y Nashed, A Peck, J Martel, A Levy, B Koo, G Wetzstein, N Miolane, ...
arXiv preprint arXiv:2209.15121, 2022
62022
MELON: NeRF with Unposed Images Using Equivalence Class Estimation
A Levy, M Matthews, M Sela, G Wetzstein, D Lagun
arXiv preprint arXiv:2303.08096, 2023
52023
Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning
J Shenoy, A Levy, F Poitevin, G Wetzstein
arXiv preprint arXiv:2312.14432, 2023
12023
Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains
B Koo, J Martel, A Peck, A Levy, F Poitevin, N Miolane
arXiv preprint arXiv:2306.07274, 2023
2023
GeNVS: Generative novel view synthesis with 3D-aware diffusion models
ER Chan, K Nagano, MA Chan, AW Bergman, JJ Park, A Levy, M Aittala, ...
arXiv, 2023
2023
Amortized Pose Estimation for X-Ray Single Particle Imaging
J Shenoy, A Levy, F Poitevin, G Wetzstein
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Articles 1–11