Ellen D. Zhong
4 papers · 2020–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (6) π Renaissance Researcher (6)
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
(3)
Conferences
NIPS (2)
ICCV (1)
ICLR (1)
Top co-authors
Keywords
3d reconstruction
(3)
cryo-electron microscopy
(3)
heterogeneous reconstruction
(2)
protein structure
(2)
neural field
(1)
cryo-em reconstruction
(1)
convolutional heterogeneity
(1)
conformational heterogeneity
(1)
structural variability
(1)
ground truth
(1)
3d structure
(1)
noisy image
(1)
neural network
(1)
molecular structure
(1)
biomolecular structure
(1)
ab initio reconstruction
(1)
benchmark dataset
(1)
neural representation
(1)
molecular dynamics
(1)
Papers
Mixture of neural fields for heterogeneous reconstruction in cryo-EM
NIPS 2024
CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM
NIPS 2024
CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images
ICCV 2021
Reconstructing continuous distributions of 3D protein structure from cryo-EM images
ICLR 2020