Hidden Markov Models

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

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  1. Posterior Regimes and Latent Deception: Variational Bayesian Inference in Hidden Markov Models for Sequential Fraud Detection in Financial Transactions

    Sep 27, 2026Joseph Uririoghene Obukofe, Anthony O'Hare, Chioma Sandra DikeFraud DetectionHidden Markov Models

    Computing Science and Mathematics, Faculty of Natural Sciences, University of Stirling, Stirling FK9 4LA, Scotland, United Kingdom · University of Nottingham, Nottingham, NG7 2RD, United Kingdom

  2. High-Performance Tensor Formulation of the Viterbi Algorithm for Hidden Semi-Markov Models

    Sep 15, 2026Lorenzo Piarulli, Elia Belli, Daniele De SensiHidden Markov ModelsHidden States

    Department of Computer Science Sapienza University of Rome

  3. How Wrong Can a Good Predictor Be? Diverging Updates with Vanishing Predictive KL

    Sep 11, 2026Qifu Wen, Shuaijun Liu, Zihan Zhou +2Posterior Predictive DistributionKullback-Leibler Divergence

    Boston University, Boston, MA, USA · Shanghai Jiao Tong University, Shanghai, China · The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, China

  4. Newton-Schulz Retraction-Based Inference Enables Hidden Quantum Markov Models to Outperform Classical HMMs

    Aug 6, 2026Ning NingQuantum LearningHidden Markov Models

    Department of Statistics, Texas A&M University College Station, Texas, USA

  5. A Modern ConvNet for Solar Filament Detection

    Jul 27, 2026J. R. Hu, Q. Hao, Z. Zheng +3PhotovoltaicSemantic Segmentation

    School of Astronomy and Space Science, Nanjing University, Nanjing 210023, China · Key Laboratory of Modern Astronomy and Astrophysics, Ministry of Education, Nanjing 210023, China · Institute of Science and Technology for Deep Space Exploration, Suzhou Campus, Nanjing University, Suzhou 215163, China

  6. Modeling Memory-Dependent Reliability of LLMs: A Hidden Markov Model

    Jul 24, 2026Robab Aghazadeh Chakherlou, Siddartha Khastgir, Peter Popov +1Large Language Model ReliabilityHidden Markov Models

    WMG, University of Warwick, Coventry, United Kingdom · Centre for Software Reliability, City St George’s, University of London, London, United Kingdom

  7. Phonetic forced alignment for low-resource language varieties: Model training and evaluation on Chengdu Mandarin

    Jul 23, 2026Zhiheng Qian, Aini Li, Hai Hu +1Motion-Language AlignmentGrapheme-To-Phoneme

    Shanghai Jiao Tong University · City University of Hong Kong · The Hong Kong Polytechnic University +1

  8. Tensorized algorithms and scalable filtering methods for hidden Markov and factorial hidden Markov models

    Jul 8, 2026Roxana Barrios, Ioannis SgouralisHidden Markov ModelsTensor Decomposition

    Department of Mathematics, University of Tennessee, Knoxville, TN

  9. Noisy-Channel Minimum Bayes Risk Decoding

    Jul 6, 2026Yusuke Sakai, Hidetaka Kamigaito, Taro WatanabeConstrained DecodingHidden Markov Models

    Nara Institute of Science and Technology, Nara, Japan.

  10. Federated Learning with Energy-Based Structured Probabilistic Inference

    Jun 29, 2026Dario Fenoglio, Daniil Kirilenko, Martin Gjoreski +1Federated LearningProbabilistic Inference

    Faculty of Informatics, Universit`a della Svizzera italiana, Lugano, Switzerland.

  11. Scalable Bayesian Additive Models for Stellar Flare Detection via Amortized Gaussian Process Inference and Hidden Markov Models

    Jun 21, 2026Rodrigo Herrera, Vianey Leos-Barajas, Gwendolyn Eadie +2Gaussian ProcessHidden Markov Models

    Department of Statistical Sciences, University of Toronto · Data Sciences Institute, University of Toronto · School of the Environment, University of Toronto +3

  12. Robust Assembly State Reasoning from Action Recognition for Human-Robot Collaboration

    Jun 18, 2026James Fant-Male, Roel PietersHuman-Robot CollaborationHuman Activity Recognition

    Cognitive Robotics group, Unit of Automation Technology and Mechanical Engineering, Tampere University, 33720, Tampere, Finland

  13. Systematic Study of Dysarthric Speech Recognition: Spectral Features and Acoustic Models

    Jun 18, 2026Paban Sapkota, Hemant Kumar Kathania, Mikko Kurimo +2Dysarthric SpeechSpectral Features

    Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India. · Department of Information and Communications Engineering, Aalto University, Finland. · Signal Analysis and Interpretation Laboratory (SAIL), University of Southern California, Los Angeles, USA.

  14. Cross-Dataset, Age, and Gender Generalization: A Comprehensive Analysis of Fine-Tuning Strategies for Low-Resource Children's ASR

    Jun 18, 2026Abhijit Sinha, Hemant Kumar Kathania, Sudarsana Reddy Kadiri +1Dysarthric SpeechAutomatic Speech Recognition

    Department of Electronics and Communication Engineering, National Institute of Technology Sikkim, India · Signal Analysis and Interpretation Laboratory, University of Southern California, Los Angeles, USA

  15. Approximate Structured Diffusion for Sequence Labelling

    Jun 17, 2026Nicolas Floquet, Joseph Le Roux, Nadi TomehText-Conditioned Diffusion ModelHidden Markov Models

    Université Sorbonne Paris Nord, CNRS, Laboratoire d’Informatique de Paris Nord, LIPN, F-93430 Villetaneuse, France

  16. libhmm: A Modern C++20 Library for Hidden Markov Models with Correct MLE Emission M-Steps

    May 28, 2026Gary WolfmanHidden Markov ModelsMaximum Likelihood

    Independent Researcher

  17. A Lightweight Hybrid Transformer-CRF Architecture for Multi-Type Bangla Medical Entity Recognition

    May 25, 2026Peyal Saha, Ahsanul Haque Hasib, Shoumik Barman PolokMedical OntologyBert-Based Models

    Dept. of CSE KUET, Khulna, Bangladesh

  18. Markovian Circuit Tracing for Transformer State Dynamic

    May 20, 2026Abdullah XTransformer ArchitecturesHidden Markov Models

    Project AWARE and Zephara AI

  19. DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes

    May 14, 2026Manrui Jiang, Jingru Huang, Yong Chen +1Hidden Markov ModelsLatent States

    Department of Industrial Engineering, Tsinghua University, Beijing 100084, China · Department of Industrial and Systems Engineering, University of Iowa, Iowa City, IA 52242, USA.

  20. Exploring the Potential of Probabilistic Transformer for Time Series Modeling: A Report on the ST-PT Framework

    Apr 29, 2026Zhangzhi Xiong, Haoyi Wu, You Wu +3Time SeriesSpatio-Temporal Transformers

    School of Information Science and Technology, ShanghaiTech University

  21. Streaming Structured Inference with Flash-SemiCRF

    Apr 20, 2026Benjamin K. Johnson, Thomas Goralski, Ayush Semwal +2Hidden Markov ModelsFlash

    Department of Epigenetics, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, 49503, MI, USA. · Department of Cell Biology, Van Andel Institute, 333 Bostwick Ave. NE, Grand Rapids, 49503, MI, USA.

  22. Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs

    Oct 11, 2023Julia Werner, Christoph Gerum, Moritz Reiber +2ColonoscopyColorectal Cancer

    Department of Computer Science, University of Tübingen, Germany. · Department of Mathematics, ETH Zürich, Switzerland.

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

    Sep 25, 2017Ikhlef BecharProbabilistic InferenceMarkov

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

  24. Gaussian Belief Propagation Network for Depth Completion

    Date pendingJie Tang, Pingping Xie, Jian Li +1Depth EstimationDense Prediction

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