Cross-Domain Generalization

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11 papers in the last four weeks, up 267% on the four weeks before. 0.1% of all new papers.

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  1. CO-EVO: Co-evolving Semantic Anchoring and Style Diversification for Federated DG-ReID

    Apr 29, 2026Fengchun Zhang, Qiang Ma, Liuyu Xiang +3Cross-Domain GeneralizationFederated Learning

    School of Information and Software Engineering, University of Electronic Science and Technology of China · 2QiYuan Lab · School of Artificial Intelligence, Beijing University of Posts and Telecommunications +1

  2. Magnification-Invariant Image Classification via Domain Generalization and Stable Sparse Embedding Signatures

    Apr 28, 2026Ifeanyi Ezuma, Olusiji MedaiyeseHealthcareCross-Domain Generalization

    Ifeanyi Ezuma, Olusiji Medaiyese

  3. Do Foundation Model Embeddings Improve Cross-Country Crop Yield Generalisation? A Leave-One-Country-Out Evaluation in Sub-Saharan Africa

    Apr 27, 2026Yaw Osei AdjeiAgricultural Remote SensingGeospatial Foundation Models

    Department of Computer Science, Kwame Nkrumah University of Science and Technology, Kumasi, Ghana

  4. VFM4^{4}SDG: Unveiling the Power of VFMs for Single-Domain Generalized Object Detection

    Apr 23, 2026Yupeng Zhang, Ruize Han, Ningnan Guo +3Detection TransformerCross-Domain Generalization

    College of Intelligence and Computing, Tianjin University, Tianjin 300350, China · Faculty of Computer Science and Artificial Intelligence, Shenzhen University of Advanced Technology, Shenzhen 518107, Guangdong, China

  5. Domain-Aware Hierarchical Contrastive Learning for Semi-Supervised Generalization Fault Diagnosis

    Apr 22, 2026Junyu Ren, Wensheng Gan, Philip S YuContrastive LearningCross-Domain Generalization

    College of Cyber Security, Jinan University, Guangzhou 510632, China · Department of Computer Science, University of Illinois Chicago, Chicago, USA

  6. Learning to count small and clustered objects with application to bacterial colonies

    Apr 21, 2026Minghua Zheng, Na Helian, Peter C. R. Lane +2Object CountingCross-Domain Generalization

    King’s College London, St Thomas Street, London, SE1 1UL, United Kingdom · University of Hertfordshire, College Lane, Hatfield, AL10 9AB, United Kingdom · Synoptics Ltd, Beacon House, Nuffield Road, Cambridge, CB4 1TF, United Kingdom

  7. BioVLM: Routing Prompts, Not Parameters, for Cross-Modality Generalization in Biomedical VLMs

    Apr 19, 2026Mainak Singha, Tanisha Gupta, Ankit Jha +3Cross-Modal LearningPrompt Learning

    University of Trento, Italy · Carnegie Mellon University, USA · LNMIIT Jaipur, India +3

  8. CrossFlowDG: Bridging the Modality Gap with Cross-modal Flow Matching for Domain Generalization

    Apr 18, 2026Antonios Kritikos, Nikolaos Spanos, Athanasios VoulodimosCross-Modal LearningCross-Modal Alignment

    National Technical University of Athens

  9. Adaptive Forensic Feature Refinement via Intrinsic Importance Perception

    Apr 18, 2026Jiazhen Yang, Junjun Zheng, Kejia Chen +5Image Forgery DetectionVision Foundation Model Adaptation

    Zhejiang University · Hangzhou, China · Alibaba Inc +1

  10. See Through the Noise: Improving Domain Generalization in Gaze Estimation

    Apr 17, 2026Yanming Peng, Shijing Wang, Yaping Huang +1Gaze EstimationCross-Domain Generalization

    Beijing Key Laboratory of Traffic Data Mining and Embodied Intelligence, Beijing Jiaotong University

  11. DecepGPT: Schema-Driven Deception Detection with Multicultural Datasets and Robust Multimodal Learning

    Mar 25, 2026Jiajian Huang, Dongliang Zhu, Zitong YU +4Multimodal RobustnessCross-Domain Generalization

    Great Bay University, China · Wuhan University, China · Dongguan Key Laboratory for Intelligence and Information Technology, China +1

  12. A swap-adversarial framework for improving domain generalization in electrocorticography-based Parkinson's disease classification

    Feb 11, 2026Seongwon Jin, Hanseul Choi, Sunggu Yang +2Adversarial TrainingData Augmentation

    Department of Computer Science and Engineering, Incheon National University, Yeonsu-gu, 22012, Incheon, Republic of Korea · Department of Nanobioengineering, Incheon National University, Yeonsu-gu, 22012, Incheon, Republic of Korea · Center for Brain-Machine Interface, Incheon National University, Yeonsu-gu, 22012, Incheon, Republic of Korea +1

  13. UniFlow: Zero-Shot LiDAR Scene Flow for Autonomous Vehicles

    Nov 23, 2025Siyi Li, Qingwen Zhang, Ishan Khatri +4Point Cloud LearningAutonomous Driving Perception

    University of Pennsylvania · KTH Royal Institute of Technology · StackAV +1

  14. Generative Classifier for Domain Generalization

    Apr 3, 2025Shaocong Long, Qianyu Zhou, Dexuan Zhang +1Domain GeneralizationCross-Domain Generalization

    Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China · College of Computer Science and Technology and the Key Laboratory of Symbolic Computation and Knowledge Engineering of the Ministry of Education, Jilin University, Changchun, China

  15. Data Alchemy: Mitigating Cross-Site Model Variability Through Test Time Data Calibration

    Jul 18, 2024Abhijeet Parida, Antonia Alomar, Zhifan Jiang +7Image EnhancementTest-Time Adaptation

    Children’s National Hospital, Washington, DC, USA · Universitat Pompeu Fabra, Barcelona, Spain · Universidad Polit´ecnica de Madrid, Madrid, Spain +2

  16. XOV-Action: Towards Generalizable Open-Vocabulary Action Recognition

    Mar 3, 2024Kun-Yu Lin, Henghui Ding, Jia-Run Du +6Open-Set RecognitionCross-Domain Generalization

    School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou 510275, China · Institute of Big Data, Fudan University, Shanghai 200433, China · AI Thrust, Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511400, China +1

  17. Cross-Cluster Weighted Forests

    May 17, 2021Maya Ramchandran, Rajarshi Mukherjee, Giovanni ParmigianiCancer GenomicsEnsemble Learning

    Department of Biostatistics, Harvard T.H. Chan School of Public Health · Department of Data Science, Dana-Farber Cancer Institute

  18. TestDG: Test-time Domain Generalization for Continual Test-time Adaptation

    Date pendingSohyun Lee, Nayeong Kim, Juwon Kang +2Continual Test-Time AdaptationCross-Domain Generalization

    POSTECH · GenGenAI · KAIST AI