Axel Levy
5 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
π
Interdisciplinary Bridge Β· Gold
πΊοΈ
Taxonomy Completionist
(15)
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Keywords
3d reconstruction
(2)
diffusion model
(2)
heterogeneous reconstruction
(2)
cryo-electron microscopy
(2)
conformational heterogeneity
(2)
amortized inference
(1)
implicit neural representation
(1)
3d-aware generation
(1)
inverse problem
(1)
novel view synthesis
(1)
neural field
(1)
cryo-em reconstruction
(1)
protein structure
(1)
dual ascent
(1)
convolutional heterogeneity
(1)
image restoration
(1)
pose estimation
(1)
neural rendering
(1)
posterior sampling
(1)
Papers
Dual Ascent Diffusion for Inverse Problems
CVPR 2026
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
NeurIPS 2024
Generative Novel View Synthesis with 3D-Aware Diffusion Models
ICCV 2023
Amortized Inference for Heterogeneous Reconstruction in Cryo-EM
NeurIPS 2022
CryoAI: Amortized Inference of Poses for Ab Initio Reconstruction of 3D Molecular Volumes from Real Cryo-EM Images
ECCV 2022