Guangyao Zhou
9 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(18)
π£
Hot Topic Early Bird
Conferences
ICML (4)
NIPS (2)
AAAI (1)
ICCV (1)
JMLR (1)
Top co-authors
Keywords
probabilistic graphical model
(2)
approximate inference
(2)
bayesian inference
(2)
belief propagation
(1)
uncertainty quantification
(1)
depth estimation
(1)
markov chain monte carlo
(1)
loopy belief propagation
(1)
continuous control
(1)
state representation
(1)
marginal inference
(1)
hamiltonian monte carlo
(1)
discrete inference
(1)
markov random field
(1)
bayesian network
(1)
behavioral cloning
(1)
visual distractor
(1)
factor graph
(1)
sampling algorithm
(1)
latent structure
(1)
Papers
Direct Motion Models for Assessing Generated Videos
ICML 2025
Distributional Diffusion Models with Scoring Rules
ICML 2025
Learning Cognitive Maps from Transformer Representations for Efficient Planning in Partially Observed Environments
ICML 2024
PGMax: Factor Graphs for Discrete Probabilistic Graphical Models and Loopy Belief Propagation in JAX
JMLR 2024
DMC-VB: A Benchmark for Representation Learning for Control with Visual Distractors
NIPS 2024
Learning Noisy OR Bayesian Networks with Max-Product Belief Propagation
ICML 2023
3D Neural Embedding Likelihood: Probabilistic Inverse Graphics for Robust 6D Pose Estimation
ICCV 2023
Query Training: Learning a Worse Model to Infer Better Marginals in Undirected Graphical Models with Hidden Variables
AAAI 2021
Mixed Hamiltonian Monte Carlo for Mixed Discrete and Continuous Variables
NIPS 2020