Marcus Brubaker
6 papers · 2012–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(4)
Core Methods
(3)
Artificial Intelligence
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Models
(1)
Optimization
(1)
Processing
(1)
Representation
(1)
Keywords
variational inference
(2)
multi-task learning
(1)
temporal modeling
(1)
density estimation
(1)
collaborative filtering
(1)
constrained optimization
(1)
markov chain monte carlo
(1)
manifold sampling
(1)
hamiltonian monte carlo
(1)
amortized inference
(1)
probabilistic model
(1)
entity embedding
(1)
normalizing flow
(1)
benchmark dataset
(1)
temporal knowledge graph
(1)
3d perception
(1)
camera pose estimation
(1)
dynamic scene reconstruction
(1)
sequential inference
(1)
triangular flow
(1)
Papers
ORBIT: Benchmarking SfM in the Wild with 360deg Video
CVPR 2026
Diachronic Embedding for Temporal Knowledge Graph Completion
AAAI 2020
Tails of Lipschitz Triangular Flows
ICML 2020
Differentiable Probabilistic Models of Scientific Imaging with the Fourier Slice Theorem
UAI 2019
Sequential Inference for Deep Gaussian Process
AISTATS 2016
A Family of MCMC Methods on Implicitly Defined Manifolds
AISTATS 2012