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Axel Levy
Axel Levy
在 stanford.edu 的电子邮件经过验证 - 首页
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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
1912023
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
392022
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
362022
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
342022
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
252021
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
102022
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
82023
Revealing biomolecular structure and motion with neural ab initio cryo-EM reconstruction
A Levy, M Grzadkowski, F Poitevin, F Vallese, OB Clarke, G Wetzstein, ...
bioRxiv, 2024.05. 30.596729, 2024
32024
Towards interpretable Cryo-EM: disentangling latent spaces of molecular conformations
D Klindt, A Hyvärinen, A Levy, N Miolane, F Poitevin
Frontiers in Molecular Biosciences 11, 1393564, 2024
22024
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
22023
CryoChains: Heterogeneous Reconstruction of Molecular Assembly of Semi-flexible Chains from Cryo-EM Images
B Koo, J Martel, A Peck, A Levy, F Poitevin, N Miolane
arXiv e-prints, arXiv: 2306.07274, 2023
22023
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors
A Levy, ER Chan, S Fridovich-Keil, F Poitevin, ED Zhong, G Wetzstein
arXiv preprint arXiv:2406.04239, 2024
12024
MELON: NeRF with Unposed Images in SO (3)
A Levy, M Matthews, M Sela, G Wetzstein, D Lagun
2024 International Conference on 3D Vision (3DV), 354-364, 2024
12024
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
12023
Amortized pose estimation for x-ray single particle imaging
J Shenoy, A Levy, F Poitevin, G Wetzstein
Machine learning for structural biology Workshop, 2023
12023
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