Markov Random Fields

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1 paper in the last four weeks, with none the four weeks before. 0.0% of all new papers.

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  1. Covariate-dependent Joint Modeling of Multivariate Ordinal Preferences and Its Connections with Comparison Models

    Oct 6, 2026Yujie Chen, Antik Chakraborty, Anindya BhadraPreference LearningOrdinal Regression

    Department of Statistics Purdue University

  2. Sample complexity bounds for categorical Markov random fields via Discrete Diffusions

    Oct 1, 2026Shivam Kumar, Nabarun DebMarkov Random FieldsDiffusion Sampling

    Booth School of Business, University of Chicago

  3. Prior-SG: Task and Prior Driven Region Segmentation for Scene Graphs in Arbitrarily-Structured Environments

    Aug 6, 2026Giorgio Tonetti, Laurent Kneip, Abel Gawel +1Open-Vocabulary 3D SegmentationMarkov Random Fields

    RAI Institute · ETH Zurich

  4. A Bayes-Markov Neuromorphic Model of Cortical Orientation Selectivity: A Computational Re-implementation and Quantitative Simulation Study

    Aug 1, 2026Abolfazl Moslemi, Milad Sarabadani, Fatemeh Sefidian +1Markov Random FieldsBayesian Inference

    Department of Mathematical Sciences, Sharif University of Technology, Tehran, Iran · School of Mathematics, Statistics, and Computer Science, Faculty of Science, University of Tehran, Tehran, Iran · Department of Psychology, Islamic Azad University, Tehran, Iran +1

  5. An End-to-End Hybrid Quantum--Classical Sampling Workflow for Discrete Markov Random Fields: A Reproducible Case Study

    Jul 10, 2026Arul Rhik MazumderMarkov Chain Monte CarloMarkov Random Fields

    School of Computer Science

  6. Zero-Shot Active Feature Acquisition via LLM-Elicitation

    Jun 17, 2026Binyamin Perets, Natalie Mendelson, Shiran Vainberg +3Zero-Shot LearningMarkov Random Fields

    Faculty of Medicine, Technion. · NVIDIA

  7. Approximating Gaussian Whittle-Matern Fields over Well-Centered Triangulations of Riemannian Manifolds

    Jun 11, 2026Srinivas NambirajanMarkov Random FieldsRiemannian Geometry

  8. IOAH3: Importance-Driven Adaptive Spatial Partitioning

    Jun 7, 2026Ehsaneddin JalilianMarkov Random Fields

    GeoSocial Artificial Intelligence, Interdisciplinary Transformation University Austria

  9. Predictive Coding with Bayesian Priors via Proximal Gradients

    Jun 6, 2026Francesco BulloPredictive CodingMarkov Random Fields

    Mechanical Engineering, 2325 Engineering Bldg II, UCSB, Santa Barbara, CA 93106-5070, USA

  10. JACoP: Joint Alignment for Compliant Multi-Agent Prediction

    May 12, 2026Qingze Liu, Alen Mrdovic, Danrui Li +3Pedestrian Trajectory PredictionMarkov Random Fields

    Rutgers University, New Brunswick · The College of New Jersey

  11. A polynomial time algebraic solution to exact marginal inference in Markov Random Field models

    Sep 25, 2017Ikhlef BecharEfficient InferenceMarkov Random Fields

    Aix Marseille Univ, Universit´e de Toulon, CNRS, ENSAM, LSIS La Garde 83957, France

  12. Gaussian Belief Propagation Network for Depth Completion

    Date pendingJie Tang, Pingping Xie, Jian Li +1Markov Random FieldsDepth Estimation

    National University of Defense Technology, Changsha, China · Hong Kong University of Science and Technology, Hong Kong, China