Frank Wood
59 papers
· 2006–2025
· 10 conferences
· across top CS/AI conferences
Achievements
πΊοΈ
Taxonomy Completionist
(16)
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Cross-Pollinator
(14)
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Hot Topic Early Bird
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Academic Marathon
(19)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Conference Polyglot
(10)
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Keyword Champion
π§¬
Topic Evolution
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Grand Slam
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Triple Crown
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Deep Specialist
(20)
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Dynamic Duo
(10)
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Conference Pioneer
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Unstoppable
(16)
ποΈ
Keyword Collector
(77)
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Century Club
(59)
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Prolific Year
(6)
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Trend Setter
Conferences
ICML (17)
NIPS (16)
AISTATS (11)
UAI (5)
ICLR (4)
JMLR (2)
AAAI (1)
CVPR (1)
EMNLP (1)
WACV (1)
Top co-authors
Research topics
Keywords
variational inference
(13)
generative model
(10)
amortized inference
(10)
markov chain monte carlo
(8)
probabilistic programming
(8)
sequential monte carlo
(7)
bayesian inference
(7)
bayesian nonparametrics
(6)
graphical model
(5)
dirichlet process
(3)
inference compilation
(3)
stochastic simulator
(3)
diffusion model
(3)
importance sampling
(3)
evidence lower bound
(3)
semi-supervised learning
(2)
mahalanobis distance
(2)
hidden markov model
(2)
nonparametric bayesian
(2)
posterior inference
(2)
Papers
All-in-one simulation-based inference
ICML 2024
Graphically Structured Diffusion Models
ICML 2023
Critic Sequential Monte Carlo
ICLR 2023
Robust Asymmetric Learning in POMDPs
ICML 2021
Sequential core-set Monte Carlo
UAI 2021
Coping With Simulators That Donβt Always Return
AISTATS 2020
Improved Few-Shot Visual Classification
CVPR 2020
The Thermodynamic Variational Objective
NIPS 2019
Amortized Monte Carlo Integration
ICML 2019
On Nesting Monte Carlo Estimators
ICML 2018
Auto-Encoding Sequential Monte Carlo
ICLR 2018
Black-Box Policy Search with Probabilistic Programs
AISTATS 2016
Low rank continuous-space graphical models
AISTATS 2012