Belief Propagation Neural Networks

Belief Propagation Neural Networks

1 July 2020

Shuvam Chakraborty

Hao Tang

Ashish Sabharwal

Papers citing "Belief Propagation Neural Networks"

14 / 14 papers shown

Title
Physics Informed Constrained Learning of Dynamics from Static Data Pengtao Dang Tingbo Guo Melissa Fishel Guang Lin Wenzhuo Wu Sha Cao Chi Zhang PINN AI4CE 56 0 0 17 Apr 2025
Circular Belief Propagation for Approximate Probabilistic Inference Vincent Bouttier R. Jardri S. Denéve 27 0 0 17 Mar 2024
Neural Bayesian Network Understudy Paloma Rabaey Cedric De Boom Thomas Demeester BDL CML 33 0 0 15 Nov 2022
NSNet: A General Neural Probabilistic Framework for Satisfiability Problems Zhaoyu Li X. Si BDL NAI 17 10 0 07 Nov 2022
Learning Feasibility of Factored Nonlinear Programs in Robotic Manipulation Planning Joaquim Ortiz de Haro Jung-Su Ha Danny Driess E. Karpas Marc Toussaint 27 2 0 22 Oct 2022
Deep Attentive Belief Propagation: Integrating Reasoning and Learning for Solving Constraint Optimization Problems Yanchen Deng Shufeng Kong Caihua Liu Bo An 24 4 0 24 Sep 2022
Graph Neural Networks for Propositional Model Counting Gaia Saveri Luca Bortolussi NAI LRM 21 2 0 09 May 2022
Neural Belief Propagation for Scene Graph Generation Daqi Liu M. Bober J. Kittler GNN 19 8 0 10 Dec 2021
Unifying AI Algorithms with Probabilistic Programming using Implicitly Defined Representations Avi Pfeffer M. Harradon Joseph Campolongo S. Cvijic 24 2 0 05 Oct 2021
Equivariant Neural Network for Factor Graphs Fan-Yun Sun Jonathan Kuck Hao Tang Stefano Ermon 27 1 0 29 Sep 2021
A visual introduction to Gaussian Belief Propagation Joseph Ortiz Talfan Evans Andrew J. Davison 15 32 0 05 Jul 2021
Relational Reasoning Networks G. Marra Michelangelo Diligenti Francesco Giannini NAI 29 4 0 01 Jun 2021
Partition Function Estimation: A Quantitative Study Durgesh Kumar Agrawal Yash Pote Kuldeep S. Meel 28 11 0 24 May 2021
Neural Enhanced Belief Propagation on Factor Graphs Victor Garcia Satorras Max Welling 30 95 0 04 Mar 2020