Axel Levy

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 13

Top Topics

Digitally Reconstructed Radiographs

Volume Reconstruction

Diffusion Models

Top Venues

Publications

Axel Levy, Mark J. Matthews, Matan Sela, Gordon Wetzstein, Dmitry Lagun
MELON: NeRF with Unposed Images in SO(3). 3DV (2024)
Axel Levy, Eric R. Chan, Sara Fridovich-Keil, Frédéric Poitevin, Ellen D. Zhong, Gordon Wetzstein
Solving Inverse Problems in Protein Space Using Diffusion-Based Priors. CoRR (2024)
Bongjin Koo, Julien N. P. Martel, Ariana Peck, Axel Levy, Frédéric Poitevin, Nina Miolane
Reconstructing Heterogeneous Cryo-EM Molecular Structures by Decomposing Them into Polymer Chains. CoRR (2023)
Jay Shenoy, Axel Levy, Frédéric Poitevin, Gordon Wetzstein
Scalable 3D Reconstruction From Single Particle X-Ray Diffraction Images Based on Online Machine Learning. CoRR (2023)
Eric R. Chan, Koki Nagano, Matthew A. Chan, Alexander W. Bergman, Jeong Joon Park, Axel Levy, Miika Aittala, Shalini De Mello, Tero Karras, Gordon Wetzstein
Generative Novel View Synthesis with 3D-Aware Diffusion Models. CoRR (2023)
Eric R. Chan, Koki Nagano, Matthew A. Chan, Alexander W. Bergman, Jeong Joon Park, Axel Levy, Miika Aittala, Shalini De Mello, Tero Karras, Gordon Wetzstein
Generative Novel View Synthesis with 3D-Aware Diffusion Models. ICCV (2023)
Axel Levy, Mark J. Matthews, Matan Sela, Gordon Wetzstein, Dmitry Lagun
MELON: NeRF with Unposed Images Using Equivalence Class Estimation. CoRR (2023)
Axel Levy, Gordon Wetzstein, Julien N. P. Martel, Frédéric Poitevin, Ellen D. Zhong
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM. CoRR (2022)
Youssef Nashed, Ariana Peck, Julien N. P. Martel, Axel Levy, Bongjin Koo, Gordon Wetzstein, Nina Miolane, Daniel Ratner, Frédéric Poitevin
Heterogeneous reconstruction of deformable atomic models in Cryo-EM. CoRR (2022)
Claire Donnat, Axel Levy, Frédéric Poitevin, Nina Miolane
Deep Generative Modeling for Volume Reconstruction in Cryo-Electron Microscopy. CoRR (2022)
Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. CoRR (2022)
Axel Levy, Frédéric Poitevin, Julien N. P. Martel, Youssef S. G. Nashed, Ariana Peck, Nina Miolane, Daniel Ratner, Mike Dunne, Gordon Wetzstein
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images. ECCV (21) (2022)
Axel Levy, Gordon Wetzstein, Julien N. P. Martel, Frédéric Poitevin, Ellen D. Zhong
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM. NeurIPS (2022)