Cross-Domain Transfer Learning

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14 papers in the last four weeks, up 133% on the four weeks before. 0.1% of all new papers.

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  1. Few-Shot Cross-Device Transfer for Quantum Noise Modeling on Real Hardware

    Apr 27, 2026Sahil Al Farib, Sheikh Redwanul Islam, Azizur Rahman AnikFew-Shot LearningCross-Domain Transfer Learning

    United International University · Dhaka, Bangladesh

  2. Transferable Human Mobility Network Reconstruction with neuroGravity

    Apr 26, 2026Jinming Yang, Shaoyu Huang, Zongyuan Huang +4Geospatial Representation LearningCross-Domain Transfer Learning

    MoE Key Laboratory of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, Shanghai 200240, China · Data-Driven Management Decision Making Lab, Shanghai Jiao Tong University, Shanghai 200240, China · Department of City and Regional Planning, University of California, Berkeley, CA 94720, USA +2

  3. Cross-Domain Data Selection and Augmentation for Automatic Compliance Detection

    Apr 23, 2026Fariz Ikhwantri, Dusica MarijanDomain AdaptationTraining Data Selection

    Validation Intelligence for Autonomous Software Systems Simula Research Laboratory Oslo, Norway

  4. ALAS: Adaptive Long-Horizon Action Synthesis via Async-pathway Stream Disentanglement

    Apr 22, 2026Yutong Shen, Hangxu Liu, Lei Zhang +4Disentangled Representation LearningCross-Domain Transfer Learning

    Beijing University of Technology · Fudan University · University of Hamburg +2

  5. CoDA: Towards Effective Cross-domain Knowledge Transfer via CoT-guided Domain Adaptation

    Apr 21, 2026Jianzhi Yan, Le Liu, Buzhou Tang +3Domain AdaptationCross-Domain Transfer Learning

    Harbin Institute of Technology, Shenzhen, 518100, China · Pengcheng Laboratory, Shenzhen, 518100, China

  6. HMR-Net: Hierarchical Modular Routing for Cross-Domain Object Detection in Aerial Images

    Apr 20, 2026Pourya Shamsolmoali, Masoumeh Zareapoor, Michael Felsberg +3Open-Vocabulary Object DetectionAdaptive Model Routing

    Department of Computer Science, University of York, UK · SEIEE, Shanghai Jiao Tong University, China · Computer Vision Laboratory, Linkoping University, Sweden +2

  7. Unified Ultrasound Intelligence Toward an End-to-End Agentic System

    Apr 18, 2026Chen Ma, Yunshu Li, Junhu Fu +3Medical Imaging Foundation ModelsMulti-Task Learning

    College of Biomedical Engineering, Fudan University, Shanghai, China

  8. OT on the Map: Quantifying Domain Shifts in Geographic Space

    Apr 17, 2026Haoran Zhang, Livia Betti, Konstantin Klemmer +2Distribution ShiftGeospatial Representation Learning

    Harvard University · University of Colorado Boulder · LGND AI, Inc. +3

  9. OptiSAR-Net++: A Large-Scale Benchmark and Transformer-Free Framework for Cross-Domain Remote Sensing Visual Grounding

    Mar 25, 2026Xiaoyu Tang, Jun Dong, Jintao Cheng +1Remote SensingVision-Language Grounding

    School of Electronics and Information Engineering, and Xingzhi College, South China Normal University, Foshan 528225, China · School of Data Science and Engineering, and Xingzhi College, South China Normal University, Shanwei, 516600, China · Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong SAR, China +1

  10. Bridging the Inter-Domain Gap through Low-Level Features for Cross-Modal Medical Image Segmentation

    May 17, 2025Pengfei Lyu, Pak-Hei Yeung, Jing Xia +5Cross-Modal LearningCross-Modality Medical Image Segmentation

    Northeastern University, Shenyang, China · Nanyang Technological University, Singapore

  11. Generalization error of min-norm interpolators in transfer learning

    Jun 20, 2024Yanke Song, Kenneth Gu, Sohom Bhattacharya +1OOD GeneralizationCross-Domain Transfer Learning

    Department of Statistics, Harvard University · Department of Statistics, Stanford University · Department of Statistics, University of Florida

  12. SPECTRA: Band-Routed Embedding and Stage-Wise LoRA for Cross-Sensor Fine-Tuning of Geospatial Foundation Models

    Date pendingXingyan Li, Jordan A. Caraballo-Vega, Jie Gong +2Remote Sensing Image SegmentationGeospatial Foundation Models

    University of Maryland, Baltimore County Baltimore, Maryland, USA · NASA Goddard Space Flight Center Greenbelt, Maryland, USA