conftrace_

markov random field

303 papers

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Also known as

MRF

Co-occurring keywords

graphical model (864) map inference (130) variational inference (2069) belief propagation (177) combinatorial optimization (1039) energy minimization (121) probabilistic modeling (852) bayesian inference (1907) message passing (579) graph cut (89)

Papers

DiffusionPose: Markov-Optimized Diffusion Model for Human Pose Estimation AAAI 2026
SceneProp: Combining Neural Network and Markov Random Field for Scene-Graph Grounding WACV 2026
Trusted Unified Feature-Neighborhood Dynamics for Multi-View Classification AAAI 2025
Robust Visual Recognition with Class-Imbalanced Open-World Noisy Data AAAI 2024
Breaking the curse of dimensionality in structured density estimation NIPS 2024
Neural Markov Random Field for Stereo Matching CVPR 2024
LP-based Construction of DC Decompositions for Efficient Inference of Markov Random Fields AISTATS 2024
MarkovGen: Structured Prediction for Efficient Text-to-Image Generation CVPR 2024
Bayesian Inference with Complex Knowledge Graph Evidence AAAI 2024
Neural Language Model Based Attentive Term Dependence Model for Verbose Query (Student Abstract) AAAI 2023
Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma AAAI 2023
A Generalized Deep Markov Random Fields Framework for Fake News Detection IJCAI 2023
Exact Inference in High-order Structured Prediction ICML 2023
Importance Weighted Expectation-Maximization for Protein Sequence Design ICML 2023
Neural Texture Synthesis With Guided Correspondence CVPR 2023
The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023
Deriving Language Models from Masked Language Models ACL 2023
Regularized Molecular Conformation Fields NIPS 2022
Iterative Scene Graph Generation NIPS 2022
Bayesian Nonparametric Learning for Point Processes with Spatial Homogeneity: A Spatial Analysis of NBA Shot Locations ICML 2022
Mappings for Marginal Probabilities with Applications to Models in Statistical Physics JMLR 2022
Covered Information Disentanglement: Model Transparency via Unbiased Permutation Importance AAAI 2022
A Probabilistic Graph Coupling View of Dimension Reduction NIPS 2022
FastDOG: Fast Discrete Optimization on GPU CVPR 2022
Relational Neural Markov Random Fields AISTATS 2022