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belief propagation

177 papers

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Also known as

BP OR NULL BP GABP LBP

Co-occurring keywords

graphical model (863) message passing (578) variational inference (2069) approximate inference (253) probabilistic inference (310) markov random field (303) partition function (81) probabilistic graphical model (226) bayesian inference (1904) combinatorial optimization (1039)

Papers

Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems NIPS 2022
Error Correction Code Transformer NIPS 2022
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems NIPS 2022
Robust Deep Learning from Crowds with Belief Propagation AISTATS 2022
Structured variational inference in Bayesian state-space models AISTATS 2022
Approximate Inference for Stochastic Planning in Factored Spaces PGM 2022
Variational message passing neural network for Maximum-A-Posteriori (MAP) inference UAI 2022
Reconstruction on Trees and Low-Degree Polynomials NIPS 2022
Lifted Division for Lifted Hugin Belief Propagation AISTATS 2022
Fixing the Bethe approximation: How structural modifications in a graph improve belief propagation UAI 2022
Confidence Propagation Cluster: Unleash Full Potential of Object Detectors CVPR 2022
On Continuous Local BDD-Based Search for Hybrid SAT Solving AAAI 2021
Polarimetric Normal Stereo CVPR 2021
Spectral Planting and the Hardness of Refuting Cuts, Colorability, and Communities in Random Graphs COLT 2021
Convergence behavior of belief propagation: estimating regions of attraction via Lyapunov functions UAI 2021
Cyclically Equivariant Neural Decoders for Cyclic Codes ICML 2021
Stochastic block model entropy and broadcasting on trees with survey COLT 2021
Streaming Belief Propagation for Community Detection NIPS 2021
Deep Recurrent Belief Propagation Network for POMDPs AAAI 2021
pRSL: Interpretable multi-label stacking by learning probabilistic rules UAI 2021
Neural Enhanced Belief Propagation on Factor Graphs AISTATS 2021
MRFMap: Online Probabilistic 3D Mapping using Forward Ray Sensor Models RSS 2020
Learning General Latent-Variable Graphical Models with Predictive Belief Propagation AAAI 2020
Parallels Between Phase Transitions and Circuit Complexity? COLT 2020
Belief Propagation Neural Networks NIPS 2020