Transfer Learning

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22 papers in the last four weeks, up 450% on the four weeks before. 0.2% of all new papers.

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  1. ααTransfer: Coefficient Transfer for Efficient Model Merging

    Oct 6, 2026Shih-Cheng Huang, Zhi Rui Tam, Chieh-Yen Lin +3Transfer LearningModel Size

    Appier AI Research · National Taiwan University

  2. Temporal-Difference Learning for Dragonchess

    Oct 1, 2026Jim O'Connor, Annika Hoag, Sarah Goyette +1ChessTemporal Difference

    Connecticut College, New London CT 06320, USA

  3. Langevin-Informed Transfer Learning: Replacing Target Samples by Black-Box Feedback

    Oct 1, 2026Vladimir R. Kostic, Karim Lounici, Hélène Halconruy +3Langevin DynamicsTransfer Learning

    CSML, Istituto Italiano di Tecnologia · University of Novi Sad · CMAP-Ecole Polytechnique +5

  4. Learning Rate Transfer for Hybrid Transformer-SSM Architectures

    Oct 1, 2026Jimin Seo, Gyubok Lee, Yeonsik Jo +11Hybrid TransformerTransformer Architectures

    Seoul National University · SB Intuitions · LG AI Research +1

  5. Localizing Transfer Between Memorization Tasks

    Sep 30, 2026Yimiao Yu, Florentin GuthTransfer LearningPretraining

    Center for Data Science New York University · Center for Computational Neuroscience Flatiron Institute

  6. Unapologetically Distributed: A Call for Decentralized Document Analysis

    Sep 30, 2026Adrià Molina, Oriol Ramos Terrades, Josep LladósFederated LearningOut-Of-Distribution

    Centre de Visió per Computador Universitat Autònoma de Barcelona Bellaterra, Catalonia · Computer Science Department Universitat Autònoma de Barcelona, Bellaterra, Catalonia

  7. Robust Transfer Learning for Paper ECG Recognition

    Sep 30, 2026Yinghao Xie, Zhenbang Dai, Haojun Wang +6Electrocardiogram Foundation ModelsMedical World Model

    Uppsala University, Sweden · Nanjing Medical University, China · The First Affiliated Hospital with Nanjing Medical University, China

  8. Multi-Task Learning of Conditional Mean Operators: applications to dynamical systems and uncertainty quantification

    Sep 28, 2026Sami Chemlal, Thibaut Germain, Rémi Flamary +2Uncertainty QuantificationConditional Distribution

    CMAP, Ecole Polytechnique · University of Novi Sad

  9. Learned Cross-Task Relationships in Multi-Task Models

    Sep 23, 2026Victor Zhang, Yiping Yuan, Florian Raudies +4Multi--Task LearningTransfer Learning

    Google San Bruno, CA, USA

  10. An Unbounded Archive-based Transfer Strategy for Dynamic Multi-Objective Optimization with a Changing Number of Objectives

    Sep 23, 2026Zhiyun Xiao, Ke Shang, Yajun Liu +3Multi-Objective OptimizationObjectives

    School of Artificial Intelligence, Shenzhen University, Shenzhen 518060, China · National Engineering Laboratory for Big Data System Computing Technology, Shenzhen University, Shenzhen 518060, China · Shenzhen ZTE Software Co., Ltd.

  11. Transfer Learning with Conformalized Quantile Regression for Solar PV Forecasting Under Load-Shedding-Driven Data Scarcity

    Sep 22, 2026Rakib Abdullah, K. M. Tahlil Mahfuz FarukEnergy ForecastingPhotovoltaic

    Department of AI and Data Science Green University of Bangladesh

  12. Label-Efficient Learning for Ground-Based Sky-Image Classification: A Benchmark of Transfer Learning, Active Learning, and Pseudo-Labeling on GCD

    Sep 22, 2026Esther Bou Dagher, Viktoriya Bu-Dager, Boguslaw ZegarlinskiLabel PropagationGround Truth

    CEREMADE, Universit´e Paris Dauphine-PSL, Paris, France. · School of Computing and Information Science, Anglia Ruskin University, Cambridge, United Kingdom. · Institute of Mathematics, Polish Academy of Sciences, Warsaw, Poland.

  13. From Regional to Global: Transfer Learning for Atmospheric Transport Emulators

    Sep 20, 2026Jeff Clark, Elena Fillola, Nawid Keshtmand +2Greenhouse GasAtmospheric Dynamics

    School of Engineering Mathematics and Technology, University of Bristol, UK · School of Chemistry, University of Bristol, UK

  14. Alliance Beats Isolation: Unifying Heterogeneous Allied Datasets Improves Classifier Performance

    Sep 17, 2026Girish Keshav PalshikarCross-Dataset BenchmarkClassifier

  15. Fleet-To-Lab: A Transfer Learning Framework For Lunar Rover Slippage Estimation Via Model Fusion

    Sep 15, 2026Riccardo Viviano, Saki Omi, Andrej Orsula +1SlipsenseAutonomous Surface Vehicles

    Space Robotics Research Group (SpaceR), Interdisciplinary Centre for Security, Reliability and Trust (SnT), University of Luxembourg, Luxembourg

  16. Can Knowledge Transfer Parameters Be Learned? LePoKet for Efficient Robotic Vision

    Sep 15, 2026Yanick C. Tchenko, Felix Mohr, Hicham Hadj-Abdelkader +1Robotic PerceptionCross-Task Knowledge Transfer

    Universit´e Paris-Saclay, IBISC Laboratory, France. · Universidad de La Sabana, Colombia.

  17. Accelerating Transfer-Learning-Based Autotuning with Predictive LLVM IR Performance Ranking

    Sep 14, 2026Md Arafat Hossain, Thomas Randall, Akash Dutta +3High-Performance ComputingCode Optimization

    School of Computing Clemson University Clemson, South Carolina, USA · MCS Argonne National Laboratory Lemont, Illinois, USA

  18. Transfer Learning for Socioeconomic Estimation in Forced-Displacement Settings

    Sep 14, 2026Steven Ndung'u, Adel Daoud, Ismael Yacoubou Djima +2Humanitarian ReportsSri Lanka

    The United Nations High Commissioner for Refugees, Denmark · Chalmers University, Sweden · The World Bank, USA

  19. Multi-source Transfer Learning of Time Series with a Shapelet-based Distance Measure

    Sep 14, 2026Jiseok Lee, Brian Kenji IwanaTransfer LearningTime-Series Classification

    Graduate School of Information Science and Electrical Engineering, Kyushu University, 744 Motooka, Nishi Ward, Fukuoka, 819-0395, Fukuoka, Japan · Faculty of Information Science and Electrical Engineering, Kyushu University, 744 Motooka, Nishi Ward, Fukuoka, 819-0395, Fukuoka, Japan

  20. Transfer Learning for Evolving Domains

    Sep 14, 2026Ricardo Ribeiro Pereira, Jacopo Bono, Hugo Ferreira +4Transfer LearningDomain Adaptation

    Feedzai · University of Porto

  21. Solving Few-Shot Multiobjective Multitask Optimization via Iterative Sequential Transfer

    Sep 12, 2026Tingyang Wei, Haofeng Wu, Ananda Phan Iman +3Multi-Objective OptimizationRobust Optimization

    College of Computing and Data Science Nanyang Technological University Singapore · Department of AI Convergence Gwangju Inst. of Sci. & Tech. (GIST) South Korea · Centre for Frontier AI Research (CFAR) A*STAR Singapore

  22. Very Exciting: Zero-Shot Model Predictive Control of Buildings via Excitation-Based Generalized Transfer Learning Models

    Sep 11, 2026Fabian Raisch, Felix Koch, Zack Xuereb Conti +2Model Predictive ControlTransfer Learning

    Technical University of Applied Sciences Rosenheim, Hochschulstraße 1, Rosenheim, 83024, Germany · Technical University of Munich, Arcisstraße 21, Munich, 80333, Germany · Karlsruhe Institute of Technology, Hermann-von-Helmholtz-Platz 1, Eggenstein-Leopoldshafen, 76344, Germany +1

  23. Inclusive electron-nucleus cross section models from domain adaptation

    Sep 8, 2026Krzysztof M. Graczyk, Beata E. Kowal, Rwik Dharmapal Banerjee +3Nuclear DataTransfer Learning

    Institute of Theoretical Physics, University of Wroclaw, plac Maxa Borna 9, 50-204, Wroclaw, Poland

  24. Transfer Learning of Keystroke Dynamics for Cross-Device User Authentication

    Aug 17, 2026Nuwan Kaluarachchi, Sevvandi Kandanaarachchi, Kristen Moore +2Keystroke DynamicsBiometrics

    RMIT University, Australia · CSIRO, Australia · Griffith University, Australia

  25. Hierarchical Federated Transfer Learning in Digital Twin-Based Vehicular Networks

    Aug 12, 2026Qasim Zia, Saide Zhu, Haoxin Wang +2Heterogeneous Federated LearningTransfer Learning

    Georgia State University, Atlanta, GA, 30303 · Penn State Berks, Reading, PA, 19610

  26. Deep Learning Imputation of Missing Radius of Maximum Winds (Rmax) Values in Tropical Cyclone Best-Track Data

    Aug 10, 2026Swastik Agrawal, Nishkal Hundia, Ziyue Liu +1Tropical CyclonesImputation

    Department of Computer Science, University of Maryland, College Park, MD, USA · Department of Civil and Environmental Engineering, University of Maryland, College Park, MD, USA · 3Edwardson School of Industrial Engineering, Purdue University, West Lafayette, IN, USA

  27. TLDChoiceNet: Quantitatively Choosing a Transfer Learning Dataset

    Aug 10, 2026Jing Ning, James D. BrazaTransfer LearningImagenet

    Department of Computer Science, Stanford University

  28. Biologically Informed Representation Learning for Robust Cross-Center Generalization of MALDI-TOF Mass Spectrometry

    Aug 8, 2026Alejandro L. García-Navarro, Carlos Sevilla-Salcedo, Belén Rodríguez-Sánchez +1Bacterial Colony CountingTandem Mass Spectra

    Department of Signal Theory and Communications, Universidad Carlos III de Madrid, Leganés, 28911, Spain · Instituto de Investigación Sanitaria Gregorio Marañón (IiSGM), Madrid, 28009 Spain · Clinical Microbiology and Infectious Diseases Department at Hospital General Universitario Gregorio Marañón, Madrid, 28007, Spain

  29. Ghost Features and Spooky Transfer Learning for Hypercomplex-Valued Neural Networks

    Aug 7, 2026Guilherme Vieira Neto, Marcos Eduardo ValleTransfer Learning

    Universidade Estadual de Campinas (UNICAMP), Brazil

  30. Robustness of transferability estimation metrics for medical imaging

    Aug 7, 2026Niclas Claßen, Théo Sourget, Dovile Juodelyte +2Medical Imaging DatasetsMedical Imaging

    IT University of Copenhagen, Denmark

  31. MarsCast: Transfer Learning of AI Weather Foundation Models to Planetary Atmospheres

    Aug 5, 2026M. L. Carroll, J. Li, S. D. Guzewich +3ClimateExoplanet Atmospheres

    1) NASA Goddard Space Flight Center · 2) ADNet Systems, Inc.

  32. NeuroAdaptTrainer: A Fiji/ImageJ Plugin for YOLO-Based Neuron Segmentation, InteractiveCorrection and Transfer Learning

    Aug 5, 2026Daniela Eraso-Casas, Gerard Villarroya-Pique, Esther Serrano-Pertierra +4MicroscopyYolo26

    aComputer Sciences Department, University of Oviedo, Asturias, Spain · bElectrical Engineering Department, University of Oviedo, Asturias, Spain · cBiomedical Engineering Center (BME), University of Oviedo, Asturias, Spain +3

  33. Transfer Learning for Avian Bioacoustics under Sparse Positive Labels

    Aug 4, 2026Dhyey Patel, Yunting YinPassive Acoustic MonitoringTransfer Learning

    Eastern Michigan University Computer Science Department Ypsilanti, MI, USA

  34. Unsupervised Multidomain Approaches to Named Entity Recognition with Small Datasets

    Aug 2, 2026Israel Fianyi, James Montgomery, Soonja YeomNamed-Entity RecognitionTransfer Learning

    School of Information Communication Technologies, University of Tasmania, Launceston, Tasmania, Australia · School of Information Communication Technologies, University of Tasmania, Hobart, Tasmania Australia

  35. Ordered-to-disordered transfer learning with graph neural networks for formation-energy and HOMO-LUMO gap prediction in high-entropy perovskite oxides

    Jul 31, 2026Panupol Untarabut, Narjes Jomaa, Sylvian Cadars +4Graph Neural NetworksQuantum Chemistry

    University of Limoges, CNRS, IRCER, UMR 7315, F-87000, Limoges, France

  36. Leveraging Transfer Learning with Class-Specific Decoders for Laparoscopic Segmentation

    Jul 31, 2026Priya Tomar, Aditya Parikh, Christian Bauckhage +1Semi-Supervised Medical Image SegmentationTransfer Learning

    Fraunhofer IAIS · University of Bonn, Germany

  37. Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification

    Jul 31, 2026Karim El Khoury, Benoît Gérin, Benoît Macq +1Remote SensingTransductive Learning

    ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium

  38. Re-thinking Mammography Transfer Learning: The Dataset-Informed Transfer Learning (DITL) Framework for Breast Cancer Screening and Lesion Diagnosis

    Jul 28, 2026Adarsh Bhandary Panambur, Siming Bayer, Andreas MaierMammographyCancer Detection

    Pattern Recognition Lab, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany · Siemens Healthineers, Erlangen, Germany

  39. Transfer Learning Architectures for Scalable Multi-Fidelity Bayesian Optimization

    Jul 26, 2026Jaewook Lee, Ethan Errington, Christian D. Lorenz +1Bayesian OptimizationGaussian Process

    Department of Engineering, King’s College London, London, WC2R 2LS, United Kingdom.

  40. Multi-Task Learning for Heterogeneous Prediction from Video Game State with Transfer Learning

    Jul 23, 2026Jonas Peché, Aliaksei Tsishurou, Alexander Zap +1Multi--Task LearningTransfer Learning

    Computer Graphics Johannes Kepler University Linz Linz, Austria · Independent Researcher Wroclaw, Poland · DS Research Wargaming Berlin, Germany

  41. Von Mises-Fisher Mixture Model with Dynamic Shrinkage for Realistic Test-Time Transduction

    Jul 17, 2026Jiazhen Huang, Zhiming Liu, Changhu Wang +3Vision-Language Model AdaptationTransductive Learning

    Tsinghua University, China · Fred Hutchinson Cancer Center, USA · Peking University, China +2

  42. Gradient-Energy Guided Block-Wise Perturbations for Sharpness-Aware Minimization

    Jul 17, 2026Zhen Huang, Jiaxin Deng, Junbiao PangSharpness-Aware MinimizationLocal Curvature

    Faculty of Information Technology, Beijing University of Technology, Beijing, China

  43. Local Redundancy: An Information-Theoretic Measure of Plasticity from Synthetic Memorization

    Jul 15, 2026Jiaxuan ChengPlasticitySingular Learning Theory

    Massachusetts Institute of Technology, Cambridge, MA, USA.

  44. FedTR: Federated Learning Framework with Transfer Learning for Industrial Visual Inspection

    Jul 9, 2026Vikash Sathiamoorthy, Shuo Huai, Hao Kong +7Federated LearningTransfer Learning

    HP-NTU Digital Manufacturing Corporate Lab, Nanyang Technological University, Singapore · School of Computer Science and Engineering, Nanyang Technological University, Singapore · Department of Computer Science, Norwegian University of Science and Technology, Norway +2

  45. Evaluating the Effect of Frame Rate in Sequence-Based Classification of Autism-Related Self-Stimulatory Hand Idiosyncrasies

    Jul 8, 2026Raunak Mondal, Peter WashingtonAutism Spectrum DisorderSelf-Supervised Learning

    School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA · Department of Information and Computer Sciences, University of Hawaiʻi at Mānoa, Honolulu, HI, USA

  46. From Sinhala to Dhivehi: Cross-Lingual Transfer Learning for Low-Resource Speech Recognition

    Jul 7, 2026Lukmal Ilyas, Nevidu JayatillekeMultilingual Automatic Speech RecognitionCross-Lingual Transfer

    School of Computing, Informatics Institute of Technology, Sri Lanka · Department of Computer Science & Engineering, University of Moratuwa, Sri Lanka

  47. Enhanced Seam Segmentation for Automated Welding Robot in Construction Through Transfer Learning: Addressing Limitations of Bilateral Segmentation Network

    Jul 7, 2026Keonvin Park, Yong Ann Voeurn, Hyeokjun Kweon +1Transfer LearningConstruction

    Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, 08826, Republic of Korea · Department of Civil Engineering and Construction, Georgia Southern University, Statesboro, GA 30460, USA · The Graduate School of Advanced Imaging Science, Multimedia & Film, Chung-Ang University, Seoul, 06974, Republic of Korea

  48. Efficient Transfer Learning of Robot Dynamic Models Using Morphological Similarity

    Jul 6, 2026Pavlo Kupyn, Yuya Hamamatsu, Roza Gkliva +2Underwater RobotsSoft Robotics

    Department of Computer Systems, Tallinn University of Technology, Tallinn, Estonia

  49. Target-Guided Selective Reweighting for Physics-Informed Neural Network Inverse Problems: A Transfer Learning Approach

    Jul 6, 2026Qian Hu, Bin Fan, Yao Xiao +2Parametric Physics-Informed Neural NetworkInverse Problem

    School of Computing and Data Science, Fujian University of Technology, Fuzhou, 350118, Fujian, China

  50. Context-Constrained Transfer Learning for Tabular Foundation Models via Data Distillation

    Jul 6, 2026Yijun Lin, Sai LiTabular Foundation ModelsTransfer Learning

    Renmin University of China · Tsinghua University

  51. Predicting Therapeutic Outcome via Aligning Patient-Specific Knowledge Graph and Gene-Level Perturbation Representations

    Jul 6, 2026Dongmin Bang, Sugyun An, Inyoung Sung +3TranscriptomicsBiomedical Knowledge Graph

    Interdisciplinary Program in Bioinformatics, Seoul National University, Seoul, Republic of Korea · AIGENDRUG Co., Ltd., Seoul, Republic of Korea · BK21 FOUR Intelligence Computing, Seoul National University, Seoul, Republic of Korea +2

  52. Transfer Learning in High-dimensional Ising Models

    Jul 3, 2026Joonho Kim, Seyoung ParkTransfer LearningSpatial Photonic Ising Machines

    Kim Jaechul Graduate School of Artificial Intelligence, KAIST, Seoul, Republic of Korea · Department of Statistics and Data Science, Yonsei University, Seoul, Republic of Korea

  53. Signal from Space: Detecting Schools and Towers to Bridge the Digital Divide

    Jul 2, 2026Zakarya Elmimouni, Sandor Farkas, Fares Fourati +3Satellite ImageryObject Detection

    King Abdullah University of Science and Technology (KAUST), Thuwal, Saudi Arabia. · International Telecommunication Union (ITU), Geneva, Switzerland.

  54. Meta-Transfer Learning for mmWave Beam Alignment

    Jul 1, 2026Ahmet Nuri Cevik, Sinem ColeriBeamformingMillimeter Wave

  55. When Does Synthetic CT Transfer? A Label-Free Donor/Host Diagnostic for Medical Vision-Language Model Routing on Real Lung CT

    Jun 28, 2026Fakrul Islam TusharMedical Vision-Language ModelsCone-Beam Computed Tomography

    Department of Radiology and Imaging Sciences, University of Arizona

  56. On the Nonlinearity of Learning Rate Scaling for LLM Training

    Jun 28, 2026Zaiwen Yang, Huaqing Zhang, Jing Xu +1BatchLarge Language Model Training

    Tsinghua University · Tsinghua University, Shanghai Qi Zhi Institute

  57. Physics-Informed Neural Network with Transfer Learning for State Estimation in Lithium-Ion Batteries using the Single Particle Model with Electrolyte

    Jun 26, 2026Gift Modekwe, Qiugang LuLithium-Ion BatteriesParametric Physics-Informed Neural Network

    Department of Chemical Engineering, Texas Tech University, Lubbock, TX 79409, USA

  58. A Multi-Fidelity Convolutional Autoencoder-Transfer Learning Framework for Guided-Wave-Based Damage Diagnosis Using Large Simulated and Limited Experimental Datasets

    Jun 25, 2026Santosh Kapuria, AbhishekWaveletsPhysics-Guided Machine Learning

    Department of Applied Mechanics, Indian Institute of Technology Delhi, New Delhi, 110016, Delhi, India

  59. Automated brain tumor detection in MRI images using CNN and ResNet architectures

    Jun 25, 2026Annapurna V K, Asha N, K Paramesha +2Brain Tumor ClassificationResnet-18

    Department of Computer Science and Engineering, The National Institute of Engineering, Mysuru, Karnataka, India. · Department of MCA, The National Institute of Engineering, Mysuru, Karnataka, India. · Department of Computer Science and Engineering, Vidyavardhaka College of Engineering, Mysuru, Karnataka, India. +1

  60. Beyond Single-Source Cognitive Taskonomy:Multi-Source Task Relations through fMRI Transfer Learning

    Jun 24, 2026Junfeng Xia, Wendu Li, Mengjiao Zhang +1Functional Magnetic Resonance ImagingTransfer Learning

    Department of Biomedical Engineering, Southern University of Science and Technology Shenzhen, China