Marcus A Brubaker
8 papers · 2013–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (11) π Cross-Pollinator (15)
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(7)
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Taxonomy Completionist
(23)
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Hot Topic Early Bird
Conferences
NIPS (6)
ECCV (2)
Top co-authors
Research topics
Keywords
variational inference
(3)
normalizing flow
(3)
cryo-electron microscopy
(2)
image generation
(1)
density estimation
(1)
hyperparameter optimization
(1)
pose estimation
(1)
wavelet transform
(1)
deep learning
(1)
marginal likelihood
(1)
gaussian process
(1)
time series
(1)
discrete optimization
(1)
sparse regression
(1)
variational free energy
(1)
gaussian process regression
(1)
sparse approximation
(1)
stochastic process
(1)
sparse optimization
(1)
image reconstruction
(1)
Papers
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
NIPS 2024
Watch Your Steps: Local Image and Scene Editing by Text Instructions
ECCV 2024
Non-parametric Sensor Noise Modeling and Synthesis
ECCV 2024
Residual Multiplicative Filter Networks for Multiscale Reconstruction
NIPS 2022
Continuous Latent Process Flows
NIPS 2021
Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows
NIPS 2020
Wavelet Flow: Fast Training of High Resolution Normalizing Flows
NIPS 2020
Efficient Optimization for Sparse Gaussian Process Regression
NIPS 2013