Frédéric Poitevin

Orcid: 0000-0002-3181-8652

According to our database1, Frédéric Poitevin authored at least 14 papers between 2011 and 2024.

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Bibliography

2024
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors.
CoRR, 2024

2023
AlignOT: An Optimal Transport Based Algorithm for Fast 3D Alignment With Applications to Cryogenic Electron Microscopy Density Maps.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning.
CoRR, 2023

Identifying Interpretable Visual Features in Artificial and Biological Neural Systems.
CoRR, 2023

Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains.
CoRR, 2023

2022
Heterogeneous reconstruction of deformable atomic models in Cryo-EM.
CoRR, 2022

Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy.
CoRR, 2022

Amortized Inference for Heterogeneous Reconstruction in Cryo-EM.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images.
Proceedings of the Computer Vision - ECCV 2022, 2022

2021
End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data.
CoRR, 2021

MorphOT: transport-based interpolation between EM maps with UCSF ChimeraX.
Bioinform., 2021

CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

2020
Estimation of Orientation and Camera Parameters from Cryo-Electron Microscopy Images with Variational Autoencoders and Generative Adversarial Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2011
AquaSAXS: a web server for computation and fitting of SAXS profiles with non-uniformally hydrated atomic models.
Nucleic Acids Res., 2011


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