Bonnie Berger
13 papers · 2019–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π Interdisciplinary Bridge π§ Keyword Pioneer π Academic Marathon (5) π Cross-Pollinator (6)
π
Renaissance Researcher
(7)
π
Conference Polyglot
(5)
π
Triple Crown
π
Grand Slam
π
Century Club
(12)
Conferences
ICLR (5)
NIPS (3)
ICML (2)
AAAI (1)
AISTATS (1)
ICCV (1)
Top co-authors
Keywords
3d reconstruction
(1)
zero-shot learning
(1)
pose estimation
(1)
constrained optimization
(1)
viral evolution
(1)
large-margin classification
(1)
neural representation
(1)
multiview learning
(1)
generative model
(1)
support vector machine
(1)
latent representation
(1)
variational autoencoder
(1)
language model
(1)
surrogate model
(1)
molecular dynamics
(1)
forward simulation
(1)
trajectory upsampling
(1)
molecular design
(1)
protein structure
(1)
cryo-electron microscopy
(1)
Papers
Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports
AAAI 2026
AlphaFold Meets Flow Matching for Generating Protein Ensembles
ICML 2024
Generative Modeling of Molecular Dynamics Trajectories
NIPS 2024
Equivariant Scalar Fields for Molecular Docking with Fast Fourier Transforms
ICLR 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design
ICML 2024
Granger causal inference on DAGs identifies genomic loci regulating transcription
ICLR 2022
Multi-resolution modeling of a discrete stochastic process identifies causes of cancer
ICLR 2021
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
Learning Mutational Semantics
NIPS 2020
Explicitly disentangling image content from translation and rotation with spatial-VAE
NIPS 2019
Learning protein sequence embeddings using information from structure
ICLR 2019
Large-Margin Classification in Hyperbolic Space
AISTATS 2019