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16 papers in the last four weeks, up 433% on the four weeks before. 0.2% of all new papers.

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  1. MetaLearnNCA: Few-Shot Offline Meta-Learning via Interacting Neural Cellular Automata

    Oct 6, 2026Etienne Guichard, Stefano NicheleMeta-LearningNeural Cellular Automata

    Department of Computer Science and Communication hiof.no

  2. A Hybrid Approach to Malware Detection: Integrating Few-Shot Model-Agnostic Meta-Learning with Autoencoders

    Oct 1, 2026Emmanuela Andam, Yasir Abbas Zaidi, Abdelali Hadir +2MalwareMeta-Learning

    Artificial Intelligence Research (AIR) Center, University of North Dakota, Grand Forks, ND, USA · School of Electrical Engineering and Computer Science, University of North Dakota, Grand Forks, ND, USA · National School of Commerce and Management, Hassan II University, Casablanca, Morocco

  3. Metacognitive Reasoning in Energy Based Models using Instance Based Learning Theory

    Sep 30, 2026Tailia Malloy, Prateek Kumar Rajput, Serge Lionel Nikiema +2MetacognitionMeta-Learning

    Interdisciplinary Center for Security, Reliability, and Trust, University of Luxembourg, Luxembourg · Department of Social and Decision Sciences, Carnegie Mellon University, Pittsburgh PA

  4. Scouting the Dynamics Gap: Test-Time Policy Adaptation via Action-Outcome Feedback

    Sep 28, 2026Yishu Li, Liyuan Geng, Xinyi Mao +2Robot PoliciesMeta-Learning

    Robotics Institute, Carnegie Mellon University · Computer Science and Technology, Tsinghua University

  5. DGS-MLDG: Domain Gradient Surgery Guided Meta-Learning for Domain Generalization in Speech Deepfake Detection

    Sep 27, 2026Siqing Qin, Kong Aik Lee, Youzhi Tu +2Multimodal Domain GeneralizationMeta-Learning

    Dept. of Electrical and Electronic Engineering, The Hong Kong Polytechnic University · College of Computing and Data Science, Nanyang Technological University

  6. Online Task Adaptation via Self-Organisation

    Sep 24, 2026Krsto ProrokovićEfficient Task AdaptationNeural Cellular Automata

    Independent Researcher Montenegro

  7. A Particle-Swarm-Assisted Gradient Meta-Learning Algorithm for Joint Transmit Precoding and STAR-RIS Coefficient Optimization

    Sep 24, 2026Kang ZhouReconfigurable Intelligent SurfacesBeamforming

    School of Artificial Intelligence, Mianyang City College, Mianyang 621000, China

  8. NPBoost: Neural Processes with Gradient-Boosted Fixed Effects

    Sep 23, 2026Andrea Nava, Ken Rölli, Armin Begic +1Meta-LearningNeural Processing Units

    Seminar for Statistics, ETH Zurich, Switzerland · Lucerne University of Applied Sciences and Arts, Switzerland

  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. Meta-learning accelerates detector design optimization

    Sep 22, 2026Maxim Borisyak, Nikita Gladin, Andrey UstyuzhaninMeta-Learning

    Constructor University Bremen · University of Bologna · Constructor Labs +1

  11. A Lightweight Plastic-Memory Framework for Graph Few-Shot Class-Incremental Learning

    Sep 22, 2026Zihan Mei, Zhili Qin, Tongze Zhang +3Class-Incremental LearningFew-Shot Learning

    University of Electronic Science and Technology of China

  12. PAC-Bayesian Meta-Learning for Few-Shot Identification of Linear Dynamical Systems

    Sep 21, 2026Chenfeng Huang, George MichailidisSystem IdentificationMeta-Learning

    Department of Statistics & Data Science University of California, Los Angeles

  13. Adaptive Distributed Physical-Layer Authentication and Attack Detection in 6G Non-Terrestrial Networks via Causal Meta-Learning

    Sep 10, 2026Parsa Rajabi, Mohammad Reza Abedi, Nader Mokari +2Meta-LearningDoppler Velocity Log

    Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, 14115-111, Iran · Department of Systems and Computer Engineering, Carleton University, Ottawa, K1S 5B6, Canada

  14. Meta-Learning for Classifier Selection in Image Datasets: A Feature-Driven Framework for Accuracy Prediction

    Sep 10, 2026Zahra Nabizadeh_Shahre_Babak, Farzaneh Koohestani, Nader Karimi +2Image ClassificationVision Datasets

    Department of Electrical and Computer Engineering, McMaster University, Hamilton L8S 4L8, Canada · Department of Electrical and Computer Engineering, Isfahan University of Technology, Isfahan 8415683111, Iran · Department of Computer Science, Seattle University, Seattle, WA 98122-1090, USA

  15. Meta-Learning for Data-Efficient Plant Growth Estimation via Vision Transformers and Fuzzy Clustering

    Sep 9, 2026Sheikh Hasan Elahi, Rusith Chamara Hathurusinghe Dewage, Habib Ullah +3Few-Shot LearningMeta-Learning

    Department of Data Science, Norwegian University of Life Sciences (NMBU), Norway · Photosynthetic AS, Hegdehaugsveien 24, 0352 Oslo, Norway · Department of Mechanical Engineering and Technology Management, Norwegian University of Life Sciences (NMBU), Norway

  16. Meta-LinEXP3: Online-within-Online Learning for Adversarial Linear Contextual Bandits

    Sep 9, 2026Hao Li, Jie Xu, Zheng XieContextual Bandit FrameworkMeta-Learning

    College of Science, National University of Defense Technology, Changsha 410073, China

  17. LeCor: Learning to Be Corrected by Meta-Learned Test-Time Training for Interactive 3D Lung-Tumour Segmentation

    Sep 8, 2026Yi Luo, Yike Guo, Wenxuan Li +3RadiotherapyTest-Time Training

    Department of Biomedical Engineering, Johns Hopkins University · Department of Radiation Oncology and Molecular Radiation Sciences, Johns Hopkins University · Department of Computer Science, Johns Hopkins University +1

  18. MetaRSI / RSI2: A Meta-Recursive Self-Improving System for Recursive Self-Improving Systems Themselves

    Sep 6, 2026Zihan Tan, Leixin Sun, Zitong Shi +28Recursive Self-ImprovementRecursive Models

    Hugging Face

  19. Comment on "Modeling rapid language learning by distilling Bayesian priors into artificial neural networks"

    Aug 13, 2026Orr Well, Idan Tarshish, Nur Lan +1Bayesian Neural NetworksMeta-Learning

    1Tel Aviv University · 2École Normale Supérieure

  20. Federated Compositional Muon Optimizer for Matrix-Wise Models

    Aug 13, 2026Wang Yan, Feihu HuangMuonStochastic Optimization

    College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China · MIIT Key Laboratory of Pattern Analysis and Machine Intelligence, Nanjing, China

  21. Normal-Anchored First-Order Model-Agnostic Meta-Learning based Whisper Fine-Tuning for Enhancing Fairness of Cleft Lip and Palate Speech Recognition

    Jul 31, 2026Susmita Bhattacharjee, Jagabandhu Mishra, H. S. Shekhawat +2Whisper-Large-V3Automatic Speech Recognition

    Department of Electronics and Electrical Engineering, Indian Institute of Technology Guwahati, Guwahati, 781039, Assam, India · School of Computing, University of Eastern Finland, Joensuu, Finland · Brigham and Women’s Hospital, Harvard Medical School, Boston, MA, United States +1

  22. MetaKoopman: Bayesian Meta-Learning of Koopman Operators for Modeling Structured Dynamics under Distribution Shifts

    Jul 28, 2026Mahmoud Selim, Sriharsha Bhat, Karl H. JohanssonKoopman OperatorModel Predictive Control

    TRATON · KTH Royal Institute of Technology

  23. Leak-Free Cross-Validated Stacking with Per-Architecture Calibration for Sand-Boil Segmentation in Earthen Levees

    Jul 28, 2026Padam Jung Thapa, Anav Katwal, Ayon Dey +4Cross ValidationWater

    The Center for Advanced Computer Studies (CACS), School of Computing and Informatics, University of Louisiana at Lafayette, Lafayette, LA 70504, USA · Department of Computer Science, LSU New Orleans, New Orleans, LA 70148, USA · US Army Corps of Engineers, Engineer Research and Development Center, Vicksburg, MS 39180, USA

  24. Greedy dynamical meta-learning

    Jul 27, 2026Aria YomMeta-LearningGradient-Based Optimization

    Rhodora

  25. Variational meta-learning inference for low dimensional neural system identification

    Jul 21, 2026Matteo Rufolo, Dario Piga, Marco ForgioneSystem IdentificationVariational Inference

    SUPSI-DTI-IDSIA, Dalle Molle Institute for Artificial Intelligence, Lugano, Switzerland.

  26. From Trajectories to Instructions: Language-Conditioned Meta-Reinforcement Learning

    Jul 21, 2026Garvit Singla, Uma Maheswari Natarajan, Raghuram Bharadwaj DiddigiMeta-LearningGoal-Conditioned Reinforcement Learning

    International Institute of Information Technology Bangalore, India

  27. Miles: Metric Learning with Expandable Subspace for Pre-Trained Model-Based Class-Incremental Learning

    Jul 20, 2026Kai Jiang, Zisong Lin, Hongyuan Zhang +2Class-Incremental LearningMeta-Learning

    National Key Laboratory of Radar Signal Processing, Xidian University, Xi’an 710071, China · The University of Hong Kong, Hong Kong SAR, China · Institute of Artificial Intelligence (TeleAI) of China Telecom, China

  28. Retrieval-Augmented Interpretable Learning: Towards Task-Specific Zero-Shot Models in Healthcare

    Jul 20, 2026Sazan Mahbub, Caleb N. Ellington, Zhiyuan Li +4Clinical PredictionInterpretability

    Carnegie Mellon University · GenBio AI · University of Wisconsin–Madison +2

  29. MTSSL: Meta-Thresholding Semi-Supervised Learning

    Jul 17, 2026Shuyang Liu, Ziang Zeng, Ruiqiu Zheng +4Semi-Supervised LearningMeta-Learning

    School of Statistics, East China Normal University, Shanghai 200062, China

  30. Meta-Learning Preferences for Multilingual LLM Alignment

    Jul 14, 2026Jiaying Lin, Seongho Son, Nam Phuong Tran +3Large Language Model AlignmentMotion-Language Alignment

    Department of Computer Science, University of Warwick, Coventry, United Kingdom · Department of Computer Science, University College London, London, United Kingdom · Department of Mathematics and Computer Science, University of Basel, Basel, Switzerland

  31. Privacy-Aware Collaborative and Distributed Bayesian Optimization

    Jul 13, 2026Aditya Rane, Sathwik Yamana, Paritosh Ramanan +2Decentralized OptimizationBayesian Optimization

    School of Industrial Engineering and Management Oklahoma State University, Stillwater, OK, USA

  32. Metadata-Free Meta-Reweighted Direct Preference Optimization under Noisy Preference Labels

    Jul 9, 2026Hua Qu, Yifan Li, Xiaodong YuanBacktranslation Augmented Direct Preference OptimizationMeta-Learning

    Xi’an Jiaotong University

  33. Efficient Long-Horizon Learning for Learned Optimization

    Jul 7, 2026Xiaolong Huang, Benjamin Thérien, James Harrison +1Meta-LearningAdaptive Optimizers

    Mila - Quebec AI Institute · Concordia University · Université de Montréal +1

  34. PulmoSight-XAI: An Explainable Multi-View Attention Ensemble with Gradient Boosting Meta-Learning for Multi-Label Chest X-Ray Classification

    Jul 5, 2026Moshiur Rahman, Shafqat Alam, Tasnia Binte MamunChest X-RayMedical Image Classification

    Department of Biomedical Engineering Bangladesh University of Engineering and Technology (BUET), Dhaka, Bangladesh

  35. Labeled-Data-Free Meta-Learning: Efficient Task Generation Using Pre-trained Models and Unlabeled Data

    Jul 3, 2026Lei Sun, Yusuke Tanaka, Tomoharu IwataMeta-LearningUnlabeled Data

    Division of Information Science Nara Institute of Science and Technology Nara, Japan · NTT Communication Science Laboratories, NTT, Inc. Kyoto, Japan · RIKEN Center for Advanced Intelligence Project RIKEN, Saitama, Japan

  36. Pmeta-TLA: Backdoor Attacks for Speech Classification Models via Meta-Learning with Timbre Leakage Attack

    Jul 2, 2026Yueming Huang, Wenhan Yao, Fen Xiao +2Clean Label Backdoor AttackSpeaker

    Xiangtan University, Yuhu District Xiangda Road, Xiangtan, 411100, Hunan, China · Peking University, No.5, Summer Palace Road, Haidian District, Beijing, China, Beijing, 100871, Beijing, China

  37. Few-Shot Open-Set Audio Classification Using Attention Information-Fused Prototypes

    Jul 1, 2026Yanxiong Li, Jiaxin Tan, Qianqian Li +3Neural AudioMeta-Learning

    School of Electronic and Information Engineering, South China University of Technology, Guangzhou 510640, China · Faculty of Information Technology and Communication Sciences, Tampere University, FI-33720 Tampere, Finland

  38. Human-Machine Collaboration on Generative Meta-Learning: Model and Algorithm

    Jul 1, 2026Midhun Parakkal Unni, Samuel KaskiMeta-LearningReinforcement Learning From Human Feedback

    School of Computer Science, University of Sheffield, Sheffield, UK · Centre for Machine intelligence, University of Sheffield, UK · Department of Computer Science, University of Manchester, Manchester, UK +2

  39. Meta-Transfer Learning for mmWave Beam Alignment

    Jul 1, 2026Ahmet Nuri Cevik, Sinem ColeriBeamformingMillimeter Wave

  40. Halt Fast! Early Stopping for Certified Robustness

    Jun 26, 2026Andrew C. Cullen, Paul Montague, Benjamin I. P. RubinsteinRobustness VerificationSmoothing

    University of Melbourne · DST Group, Adelaide

  41. Meta-learning as a principle for human-like visual representations

    Jun 24, 2026Can Demircan, Marcel Binz, Alireza Modirshanechi +1Meta-LearningVisual Representations

    Helmholtz Munich, Munich, Germany · Max Planck Institute for Biological Cybernetics, Tübingen, Germany

  42. Learning Dynamical Systems from Multiple Sparse Datasets: A Hierarchical Bayesian Modeling Approach

    Jun 23, 2026Cristian Brugnara, Lea Multerer, Marco Forgione +1System IdentificationDynamical Systems

    SUPSI, Dalle Molle Institute for Artificial Intelligence (IDSIA USI-SUPSI), Lugano, Switzerland

  43. Selective Time Series Forecasting via Metalearning

    Jun 22, 2026Ricardo Inácio, Vitor Cerqueira, Marília Barandas +1Time Series ForecastingTime Series

    Faculdade de Engenharia da Universidade do Porto, Porto, Portugal · University of Coimbra, Portugal · Fraunhofer Portugal AICOS, Portugal

  44. Exploring Dualistic Meta-Learning to Enhance Domain Generalization in Open Set Scenarios

    Jun 22, 2026Xiran Wang, Jian Zhang, Lei Qi +2Multimodal Domain GeneralizationOpen-Set Recognition

    State Key Laboratory for Novel Software Technology, Nanjing University, China · School of Computer Science and Engineering, Southeast University, China

  45. A Guide to Estimating Conditional Average Treatment Effects in Competing Risks Settings

    Jun 8, 2026Daniel Klippert, Sarah Friedrich, Markus PaulyHeterogeneous Treatment EffectsSurvival Analysis

    Department of Statistics, TU Dortmund University · Research Center Trustworthy Data Science and Security, University Alliance Ruhr (UA Ruhr) · Institute for Mathematics, University of Augsburg

  46. CoMetaPNS: Continually Meta-learning Personalized Neural Surrogates for Cardiac Electrophysiology Simulations

    Jun 5, 2026Ryan Missel, Xiajun Jiang, Linwei WangCardiac MotionSimulated Patients

  47. Robotic Policy Adaptation via Weight-Space Meta-Learning

    Jun 5, 2026Christian Bianchi, Siamak Yousefi, Alessio Sampieri +4Robot PoliciesRobotic Manipulation

    ItalAI · ItalAI and Sapeinza University of Rome

  48. Learning to Route LLMs from Implicit Cost-Performance Preferences via Meta-Learning

    Jun 4, 2026Jiahao Zeng, Ming Tang, Ningning DingLarge Language Model RoutingMeta-Learning

    Hong Kong University of Science and Technology (Guangzhou) · Southern University of Science and Technology

  49. R-APS: Compositional Reasoning and In-Context Meta-Learning for Constrained Design via Reflective Adversarial Pareto Search

    Jun 3, 2026João Pedro Gandarela, Thiago Rios, Stefan Menzel +1Large Language Model PlanningAgentic Reasoning

    Idiap Research Institute, Switzerland · École Polytechnique Fédérale de Lausanne (EPFL), Switzerland · Honda Research Institute Europe, Germany +2

  50. Bayesian meta-learning for modeling Alzheimer's disease progression

    Jun 1, 2026Clara Hoffmann, Nadja KleinAlzheimerReadmission Prediction

    Scientific Computing Center, Karlsruhe Institute of Technology, Germany

  51. Provable Data Scaling Law for Meta Learning via Complexity Minimization

    Jun 1, 2026Kazuto Fukuchi, Ryuichiro Hataya, Kota MatsuiMeta-LearningPretraining

    University of Tsukuba, Japan · RIKEN AIP, Japan · SB Intuitions Corp., Japan +3

  52. UME: A Unified Meta-Generalization Framework for Cross-Domain ETA

    May 31, 2026Duo Wang, Qiong Wu, Jianguo Wu +9Meta-LearningUnified Framework

    Peking University · Meituan

  53. On the Difficulty of Learning a Meta-network for Training Data Selection

    May 30, 2026Zilin Du, Junqi Zhao, Boyang Albert LiMeta-LearningTraining Data

    College of Computing and Data Science, Nanyang Technological University, Singapore.

  54. S3^3LDBO: A Snapshot Single-Loop Algorithm for Decentralized Bilevel Optimization

    May 29, 2026Chao Yin, Youran Dong, Shiqian Ma +2Bilevel OptimizationMeta-Learning

    School of Mathematics, Hohai University, Nanjing, P. R. China · School of Mathematics, Nanjing University, Nanjing, P. R. China · Department of Computational Applied Mathematics and Operations Research, Rice University, Houston, USA

  55. On the Structural (Dis)Agreement of Landscape Representations in Black-Box Optimization

    May 27, 2026Sara Gjorgjieva, Eva Tuba, Barbara Koroušić Seljak +2Black-Box OptimizationOptimization Landscape

    Jožef Stefan Institute, Ljubljana, Slovenia · Sorbonne Université, CNRS, LIP6, Paris, France

  56. Model Unlearning Objectives Vary for Distinct Language Functions

    May 26, 2026Berk Atil, Vipul Gupta, Rebecca J. PassonneauLarge Language Model UnlearningLarge Language Model Safety

    Pennsylvania State University · Scale AI

  57. Beyond Differences: Doubly Robust Meta-Learners for Ratio-Based Treatment Effects

    May 25, 2026Michael Fuchs, Dominik KreissHeterogeneous Treatment EffectsRatio

    Actuarial Department Allianz Versicherungs-AG Munich, Germany

  58. Learning to Evaluate: Cost-Effective Model Evaluation on Unlabeled Data with Meta-Learning

    May 22, 2026Trinh Pham, Viet Huynh, Hongzhi Yin +2Model EvaluationUnlabeled Data

    Griffith University · Edith Cowan University · The University of Queensland

  59. Meta-Learning for Rapid Adaptation in Reference Tracking of Uncertain Nonlinear Systems

    May 21, 2026Jiaqi Yan, Ankush Chakrabarty, Niklas Schmid +2Meta-LearningSystem Identification

    School of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, P. R. China · Mitsubishi Electric Research Laboratories, Cambridge, MA 02139, USA · Automatic Control Laboratory, ETH Zurich, Switzerland +1

  60. Nonparametric Learning and Earning with One-Point Feedback under Nonstationarity

    May 20, 2026Xiangyu Yang, Feng Xu, Jian-Qiang Hu +1Dynamic PricingNon-Stationarity

    School of Management, Shandong University · School of Management, Fudan University · Department of Applied Mathematics and Statistics, Stony Brook University