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21 papers in the last four weeks, up 50% on the four weeks before. 0.2% of all new papers.

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  1. Compact set-valued deep ensembling in multi-class classification

    Oct 4, 2026Kim-Dung Tran, Dang-Man Nguyen, Vu-Linh Nguyen +3EnsembleMulticlass Classification

    UMR CNRS 7253, Heudiasyc, Universit´e de Technologie de Compi`egne, Compi`egne, France. · School of Knowledge Science, Japan Advanced Institute of Science and Technology, Nomi, Japan.

  2. Open Vocabulary Word Recognition From Transcribed Bangla Texts

    Oct 1, 2026Faias Satter, Sk. Md. Masudul AhsanHandwritten Text RecognitionOptical Character Recognition

    Department of Computer Science and Engineering Khulna University of Engineering & Technology Khulna-9203, Bangladesh

  3. Colorectal Cancer Segmentation with Adaptive Augmentation and Multi-Resolution Ensemble Models

    Sep 29, 2026Ümit Mert Çağlar, Alptekin TemizelTumor SegmentationDigital Pathology

    Graduate School of Informatics, METU, Ankara, Turkey

  4. Dual-Mode Low-Rank Learner with Bridge-Prototype Ensemble for Vision-Language Class-Incremental Learning

    Sep 29, 2026Chiyuan He, Zihuan Qiu, Fanman Meng +5Class-Incremental LearningImage-Text Alignment

    University of Electronic Science and Technology of China, Chengdu, China · Qiyuan Lab, Beijing, China

  5. Predicting Delayed Train Trajectories on the Dutch Railway Network: Explainable AI Evaluation of Topological, Operational and Weather Features with Tree Based Ensemble Methods

    Sep 28, 2026Jia Long Bao, Ali Mohammed Mansoor Alsahag, Seyed Sahand Mohammadi ZiabariShort-Horizon ForecastingRelighting

  6. ThinkNet: Compact Architecture Selection and Validation-Gated Ensembles for Subject-Independent MI-EEG Decoding

    Sep 27, 2026Abdul Basit, Saim Rehman, Muhammad ShafiqueBrain-Computer InterfaceControlled Comparison

    eBRAIN Lab, Division of Engineering New York University (NYU) Abu Dhabi, Abu Dhabi, UAE

  7. Improving Ensemble Filters with Flow Matching

    Sep 23, 2026Haoyuan Chen, Alexandre ThiéryData AssimilationBayesian Filtering

    Department of Statistics and Data Science National University of Singapore 6 Science Drive 2, Singapore 117546

  8. Super-Resolution of Solar Magnetograms via Adaptive Stratified Ensemble Learning with Uncertainty Estimation

    Sep 22, 2026Sina Norouzi Kandalan, Haodi Jiang, Jason T. L. Wang +1Generative Super-ResolutionGeomagnetic Storms

    Department of Computer Science, Sam Houston State University, Huntsville, TX 77341, USA · Department of Computer Science, New Jersey Institute of Technology, Newark, NJ 07102, USA · Department of Physics, New Jersey Institute of Technology, Newark, NJ 07102, USA

  9. CORE-STACK+: Meta-Learning for Deep Stacked Generalization

    Sep 22, 2026Noor Islam S. MohammadEnsembleMeta-Learning

    Department of Computer Science Istanbul Technical University Maslak, Istanbul 34469, TR

  10. Virtual neural networks: hundreds of souls in a body

    Sep 21, 2026Petr Hurtik, Marek Vajgl, Zahra Alijani +1EnsembleNeural Network

    Centre of Excellence IT4Innovations, Institute for Research and Applications of Fuzzy Modeling, University of Ostrava, 30. dubna 22, Ostrava, Czech Republic

  11. A Distributional Optimisation Perspective on Combining Models in Deep Learning

    Sep 21, 2026Congye Wang, Yan Lin, Zheyang Shen +2Decentralized OptimizationEnsemble

    Newcastle University, UK

  12. Model-Agnostic Feature Selection via LOCO-Guided Adaptive Minipatch Sampling

    Sep 21, 2026Xuhui Liu, Lili ZhengFeature SelectionFeature Importance

    Department of Statistics, University of Illinois Urbana-Champaign

  13. TEMPER: Temporal Encoder-Masked Probabilistic Ensemble Regressor for Time-Series Forecasting

    Sep 20, 2026Giancarlo VercellinoTime Series ForecastingProbabilistic Forecasting

    Independent researcher

  14. Lesion-centered 3D mapping of colonoscopy procedures: validation of a hierarchical ensemble pipeline on public benchmark videos

    Sep 15, 2026Hyunjun Kim, Hyeonwoo Na, Jaewoo LeeColonoscopyLesion

    School of Computing, KAIST, Daejeon, Republic of Korea · Clinical Imaging Research Institute, Seoul, Republic of Korea · Division of Mechanical and Space Engineering, Faculty of Engineering, Hokkaido University, Sapporo, Japan +1

  15. Ensemble Complexity in Photovoltaic Forecasting

    Sep 14, 2026Sun Ze, Zhou Liguo, Xu Yuqing +2Energy ForecastingEnsemble

    aSchool of Computer Science and Technology, Huaibei Normal University, China

  16. Horizon-specific Expert Fusion for Photovoltaic Power Forecasting

    Sep 14, 2026Xu Yuqing, Zhou Liguo, Sun Ze +2Energy ForecastingPhotovoltaic

    School of Computer Science and Technology, Huaibei Normal University, China

  17. SAGE-Loop: Reliable Closed-Loop LLM-Driven AutoML with Trial-and-Correction and Adaptive Ensembling

    Sep 14, 2026Junquan Gu, Shibo Cui, Xiangfeng Luo +1Human-In-The-LoopMle-Bench Lite

  18. A Multi-View and Confusion-Guided Ensemble Framework for Robust Synthetic Image Attribution

    Sep 11, 2026Zuomin QuSynthetic Image DetectionText-To-Image

    State Key Laboratory of HVDC, China Southern Power Grid Electric Power Research Institute, China

  19. Reliability-Aware Hybrid-K Ensemble Selection for Cervical Cytology Classification: Integrating Discrimination, Calibration, and Selective Prediction

    Sep 10, 2026Nisreen Albzour, Sarah S. LamCancer DetectionEnsemble

    School of Systems Science and Industrial Engineering, Binghamton University, Binghamton, NY 13902, USA

  20. Precision in Rice Variety Classification using Stacking-Based Ensemble Learning

    Sep 9, 2026Md. Masudul Islam, Galib Muhammad Shahriar Himel, Md. Golam Moazzam +1Smartphone PhotographsEnsemble

    Department of Computer Science and Engineering, Jahangirnagar University, Dhaka, Bangladesh · Department of Physics, Jahangirnagar University, Dhaka, Bangladesh

  21. Stochastically Perturbed Weights: Ensembles from Deterministic Machine-Learning Weather Models

    Sep 8, 2026Simon Adamov, Oliver Fuhrer, Reto Knutti +1Artificial Intelligence Weather ModelsModel Weights

    Federal Office for Meteorology and Climatology MeteoSwiss, Zurich, Switzerland · Institute for Atmospheric and Climate Science (IAC), ETH Zurich, Zurich, Switzerland · Department of Applied Mathematics and Theoretical Physics, University of Cambridge, United Kingdom

  22. Sharpening the Ensemble: An SSIM-Aligned Residual Refiner for Brain-MRI Inpainting Post-Processing

    Sep 3, 2026Kubilay Kağan Kömürcü, İlkay ÖksüzMagnetic Resonance ImagingInpainting

    Department of Computer Engineering, Istanbul Technical University, Istanbul, Türkiye

  23. ENEAS: Embedding-guided Neural Ensemble for Adaptive Segmentation

    Sep 3, 2026Javier del Pino, Salvador Rodríguez, Alejandro Garabito +2Visual EmbeddingsMulti-Object Tracking

    SperidLabs

  24. RACE-AIMC: Selective Inference for Heterogeneous Analog In-Memory Accelerators at the Edge

    Sep 2, 2026Osama Yousuf, Martin Lueker-BodenIn-Memory ComputingNeural Network Inference

    WD Research San Jose, CA, USA

  25. Measuring consistency via ensemble margin and local prediction variability: Auditing decision systems in the presence of predictive multiplicity

    Sep 1, 2026Sinjini Banerjee, Tim Marrinan, Anand D. SarwateEnsembleModel Evaluation

    Department of Electrical and Computer Engineering, Rutgers University · Pacific Northwest National Lab

  26. OntoAligner-Ensemble: Voting-Based Fusion across Heterogeneous Ontology Alignment Techniques

    Aug 31, 2026Hamed Babaei Giglou, Sören Auer, Peio Popov +2EnsemblePluralistic Alignment

    TIB Leibniz Information Centre for Science and Technology, Hannover, Germany · L3S Research Center, Leibniz University of Hannover, Hannover, Germany · Graphwise, Sofia, Bulgaria +1

  27. Confidence-Aware Ensemble and Long-Word Refinement for Artistic Text Recognition

    Aug 30, 2026Lucas A. Dias, Henrique A. Schulz, Rafaela de Miranda +3Handwritten Text RecognitionCharacter Error Rate

    Pontifical Catholic University of Paraná, Curitiba, Brazil

  28. When Do Supervised UQ Ensembles Improve LLM Hallucination Detection? A Robustness Study

    Aug 25, 2026Mohit Singh Chauhan, Vipin Gyanchandani, Dylan BouchardLarge Language Model HallucinationHallucination Detection

    CVS Health®, Wellesley, MA, USA

  29. MLLM-Routed Heterogeneous Ensembles for Robust Cross-Dataset Image Classification

    Aug 13, 2026Daniel Perkins, John Squires, Janou Milligan +2Image ClassificationCross-Dataset Benchmark

    University of Tennessee, Knoxville · The Bredesen Center for Interdisciplinary Research and Graduate Education

  30. Reliability analysis for BraTS-GoAT segmentation: a controlled robustness study of deep-ensemble uncertainty

    Aug 13, 2026Riya Deepak Shet, Le ZhangBrain Tumor SegmentationEnsemble

    Department of Cancer and Genomic Sciences, School of Medical Sciences, College of Medicine and Health, University of Birmingham, Birmingham, United Kingdom · Department of Electronic, Electrical and Systems Engineering, School of Engineering, College of Engineering and Physical Sciences, University of Birmingham, Birmingham, United Kingdom

  31. Heterogeneous Vision-Language Ensemble with Disagreement-Aware Reranking for Text-Based Person Anomaly Retrieval

    Aug 13, 2026Huu-An Vu, Cam Tu Tran Thi, Thanh Toan Le Ngo +5Pedestrian DetectionMultimodal Retrieval

    Hanoi University of Science and Technology, Hanoi, Vietnam · GenAI4E Lab · University of Information Technology, VNU-HCM, Ho Chi Minh City, Vietnam +4

  32. CLEAR: Class-wise Expert Aggregation with Structured Sampling for Long-Tailed Classification

    Aug 11, 2026Gawon LimImbalanced ClassificationEnsemble

    School of Information Sciences University of Illinois Urbana-Champaign

  33. Uncertainty-Aware and Explainable Ensemble Deep Learning Framework for Multi-Class Skin Lesion Classification

    Aug 11, 2026Rofiqul Islam, Lilatul FerdouseSkin Lesion ClassificationMelanoma

    Department of Computer Science and Physics, Wilfrid Laurier University, Waterloo, ON, Canada

  34. EVIL-Detect for NLPCC 2026 Shared Task 6: LLM-Generated Text Detection

    Aug 11, 2026Hongrui Bao, Hangyu Rong, Zhuoshang Wang +2Machine-Generated Text DetectionLarge Language Model Evaluation

    Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China · School of Cyber Security, University of Chinese Academy of Sciences, Beijing, China

  35. REATS: LLM Reasoning-based Ensemble Learning for Adaptive Time Series Forecasting

    Aug 10, 2026Xu Zhang, Chang Xu, Hui Sun +5EnsembleTime Series

    Fudan University Shanghai, China · Microsoft Research Beijing, China · Jilin University Jilin, China

  36. A Domain-Structured Ensemble Framework for Perioperative Outcome Prediction Using Electronic Health Record Data

    Aug 9, 2026Shikhar Shukla, Cristina BarboiElectronic Health RecordsClinical Decision Support

    BioHealth Informatics Indiana University Indianapolis Indianapolis, USA · Department of Anesthesiology Indiana University School of Medicine Indianapolis, USA

  37. Accurate Ensembles, Fragile Narratives: Multi-Scale Stacking and a Fidelity Audit of LLM-Generated Explanations for Credit Risk

    Aug 8, 2026Gregorius Reynaldi Pratama, Kuo-Kun TsengCredit Risk PredictionEnsemble

    School of Computer Science and Technology Harbin Institute of Technology, Shenzhen Shenzhen, China

  38. Evaluator Ensembles Under Reward Hacking: Covariance Geometry and Finite-Search Guarantees

    Aug 8, 2026Fariya Afrin, Ibne Farabi ShihabEnsembleCovariance

    Department of Computer Science, Kalinga Institute of Industrial Technology · Department of Computer Science, Iowa State University

  39. Uncertainty-Aware Ensemble Deep Randomized Neural Networks for Classification

    Aug 7, 2026M. Sajid, A. Quadir, A. Rahaman +2Random ForestUncertainty-Aware Classification

    Indian Institute of Technology Indore, Simrol, Indore, India · Qatar University, Qatar

  40. Beyond Call and Response: Modelling Reciprocal Coordination in Human-AI Vocal Ensembles

    Aug 7, 2026Polina ProutskovaHuman-Ai CollaborationChorus

    Industry Commons Foundation Stockholm, Sweden

  41. Dense-Cast: A lightweight ensemble of deep learning architectures for precipitation nowcasting

    Aug 6, 2026Gourav Jyoti Kalita, Hidam Kumarjit SinghPrecipitation NowcastingRainfall

    Department of Electronics and Communication Technology, Gauhati University, Guwahati-781014, Assam, India

  42. Bayesian adaptively-weighted ensembles for few-shot abdominal segmentation

    Aug 6, 2026Abbas Al-Sabbagh, Shalom F. Mushtaq, Tomás M. da Silva +7Few-Shot SegmentationSemi-Supervised Medical Image Segmentation

    Centre for Bioengineering, School of Engineering and Materials Science, Queen Mary University of London, London, United Kingdom · Digital Environment Research Institute, Queen Mary University of London, London, United Kingdom · Institute of Biomedical Engineering, Department of Engineering Science, University of Oxford, Oxford, United Kingdom +1

  43. Equation-Free Period-Aware Forecast-Error Contraction for Estimating Negative Largest Lyapunov Exponents from Short Trajectory Ensembles

    Aug 6, 2026Andrei Velichko, N'Gbo N'Gbo, Viet-Thanh PhamLyapunov FunctionLangevin Dynamics

    Institute of Physics and Technology, Petrozavodsk State University, 33 Lenina Prospekt, Petrozavodsk, Republic of Karelia, 185910, Russia · School of Science and Engineering, International University of Grand-Bassam, Route de Bonoua, BP 564, Grand-Bassam, Cˆote d’Ivoire · Laboratory for Intelligence and Mathematics (LIMAs), Route de Bonoua, BP 564, Grand-Bassam, Cˆote d’Ivoire +1

  44. MuEvo: LLM-Driven Evolution of Multi-Heuristic Ensemble

    Aug 4, 2026Haoze Lv, Ning Lu, Shengcai Liu +2Automated Heuristic DesignMulti-Agent Evolution

    Guangdong Provincial Key Laboratory of Brain-Inspired Intelligent Computation, Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518055, China · The Hong Kong University of Science and Technology

  45. SABRE: A Multi-Agent Approach for Selecting Out-of-Distribution Detectors Under a Budget

    Aug 3, 2026Mary Wisell, Salimeh SekehOut-Of-Distribution DetectionPost-Hoc

    San Diego State University

  46. Why Does Action Chunking Improve Behavioral Cloning Performance in Robotic Control?

    Aug 3, 2026Filippo Lazzati, Kyle Stachowicz, William Chen +3Action ChunksRobot Policies

    Politecnico di Milano · UC Berkeley

  47. Multi-Backbone Self-Supervised Ensembles for Audio Deepfake Detection and a Cross-Track Analysis of Generation-Detection Asymmetry

    Aug 3, 2026Seunghyun Kim, Junghyun Kim, Jiyoung WooAudio Deepfake DetectionAudio Understanding

    Soonchunhyang University, Department of AI and Big Data Engineering, Asan, Republic of Korea

  48. An Evolutionary Algorithm Assisted by an Ensemble of Pareto-Optimal Surrogate Models

    Aug 3, 2026Kei Nishihara, Yaochu Jin, Masaya NakataEvolutionary OptimizationSurrogate Models

    Organization for the Promotion of Education, Yokohama National University, Yokohama 2408501, Japan · School of Engineering, Westlake University, Hangzhou 310030, China · Faculty of Engineering, Yokohama National University, Yokohama 2408501, Japan

  49. ST-LoRA: Single Trajectory LoRA Ensemble for Uncertainty Aware Agricultural Segmentation

    Aug 2, 2026Mohamed Farag, Genc Hoxha, Yahia Maleki +2EnsembleHip-Lora

    Machine Learning in Agriculture Lab, Institute of Geodesy and Geoinformation, University of Bonn, Bonn, Germany · Commonwealth Scientific and Industrial Research Organisation (CSIRO), Australia · Lamarr Institute for Machine Learning and Artificial Intelligence, University of Bonn, Bonn, Germany

  50. XEns-CKD: An Explainable Ensemble-Based Approach for Chronic Kidney Disease Stage Detection

    Aug 2, 2026Rehan Ahmad, Gousia Habib, Muhammad Shaban +1Chronic Kidney DiseaseEchocardiography

    SVKM’s, NMIMS, Mukesh Patel School of Technology Management and Engineering, Shirpur, Maharashtra, India. · *2FCAI Fellow University of Helsinki and ELLIS Institute Helsinki, Finland · COER University, Roorkee, India +1

  51. On the Performance of Malware Detection Classifiers Using Hardware Performance Counters

    Aug 2, 2026Alireza Abolhasani Zeraatkar, Parnian Shabani Kamran, Inderpreet Kaur +3MalwareClassifier

    ECE Department University of California Davis, United States

  52. Breaking Diversity Collapse in Spiking Pseudo-Ensembles for Efficient OOD Detection in Remote Sensing

    Aug 2, 2026Srinivas Anumasa, Rushi Shah, Qiran Zou +1Spiking Neural NetworksOut-Of-Distribution Detection

    National University of Singapore

  53. Ensemble of Unsupervised Deep Learning for Clustering Imbalanced Tabular Data

    Jul 31, 2026Pulock Das, Yina Hou, Md. Kamrozzaman Bhuiyan +1Imbalanced ClassificationClustering

    Department of Computer Science Tennessee State University Nashville, TN, USA · Enosis Solutions Dhaka, Bangladesh · Department of Computer Science North Carolina A&T State University Greensboro, NC, USA

  54. Sixteen models, fewer than two voices: measuring ensemble dispersion where no answer is uniquely correct

    Jul 31, 2026Mario Vega-Barbas, Lidia Mora-Valenciano, Iván Pau +2DiversityDispersion

    ETSIS de Telecomunicación, Universidad Politécnica de Madrid, Madrid, Madrid, Spain · Independent Researcher, Guadalajara, Spain · Department of Clinical Science, Intervention and Technology, Karolinska Institutet, Huddinge, Stockholm, Sweden +4

  55. Semi-Supervised Learning for Molecular Graphs via Ensemble Consensus

    Jul 30, 2026Rasmus Tirsgaard, Laurits Fredsgaard, Marisa Wodrich +2Semi-Supervised LearningEnsemble

    Cognitive Systems, Department of Applied Mathematics and Computer Science, Technical University of Denmark.

  56. Uncertainty quantification for trustworthy deep learning: Methods and measures

    Jul 30, 2026H. Martin Gillis, Thomas TrappenbergUncertainty QuantificationBayesian Neural Networks

    Faculty of Computer Science, Dalhousie University, Halifax, Nova Scotia, Canada

  57. ZAPs: A Reward Attribution Framework for DeFi Ecosystems with Adversarial-Robust Scoring via Parallel Anomaly Ensemble Detection

    Jul 30, 2026Girish G N, Ashutosh Sahoo, Ajay Bhat +4Decentralized FinanceFraud Detection

    Zeru Finance · The Ohio State University, USA

  58. Reasoning Consensus: Structural Ensembling of LLM Reasoning via Weighted DAG Aggregation

    Jul 30, 2026Amruta Parulekar, Jinu Lee, Dilek Hakkani-Tür +1LLM Reasoning StrategiesReasoning Chain

    University of Illinois Urbana-Champaign

  59. Expanding Data-Agnostic Pivotal Instances Selection Models with Proximity Trees and Ensemble Learning

    Jul 29, 2026Alessio Cascione, Mattia Setzu, Cristiano Landi +2Decision TreesModel Selection

    Department of Computer Science, University of Pisa, Largo B. Pontecorvo, Pisa, 56127, PI, Italy. · ISTI-CNR, Via G. Moruzzi, Pisa, 56127, PI, Italy.

  60. IGME: Efficient Chained Method Ensemble for Transferable Semantic Segmentation Attacks

    Jul 29, 2026Mengqi He, Jing ZhangEfficient Semantic SegmentationSemantic Segmentation

    School of Computing, College of Systems & Society · The Australian National University, Canberra, ACT, Australia