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. Fixed-Reference Pose Residuals for Measuring Cross-Dataset Cue Transfer in Human-Robot Interaction Anticipation

    Oct 8, 2026Bowen Yang, Xinliang Xiao, Wenjing Zhang +2Human-Robot InteractionCross-Domain Generalization

    School of Automation, Nanjing University of Science and Technology, Nanjing, 210094, China.

  2. Cross-Domain Pretraining for Steady-State Neural CFD Surrogates

    Oct 7, 2026Anthony Zhou, Amir Barati Farimani, Shirley Ho +1Cross-Domain GeneralizationPDE Surrogate Modeling

    Carnegie Mellon University · New York University · Polymathic AI +4

  3. A Strength-Monotonic Law for Domain Alignment in Frozen-Embedding Bioacoustic Classification

    Oct 7, 2026Yucheng Gong, Rui Zhou, Binbin Zeng +2Cross-Domain GeneralizationAudio Classification

    Department of Software Engineering, School of Software, Chongqing Finance and Economics College Chongqing Key Laboratory of Data Mining and Integrated Application for Ecological Environment

  4. CoDG-Net: Structure-Guided Style Diffusion and Collaborative Learning to Mitigate Catastrophic Forgetting in Medical Image Domain Generalization

    Oct 4, 2026Yucheng Song, Jincan Wang, Haokang Ding +3Data AugmentationCross-Domain Generalization

    School of Computer Science and Engineering, Central South University, Changsha, China · School of Software Engineering, Xi’an Jiaotong University, Xi’an, Shaanxi, China · College of Computer Science and Artificial Intelligence, Fudan University, Shanghai, China

  5. Reliability-Aware Checkpoint Selection for Domain Generalization

    Sep 30, 2026Jinshi Liu, Jiahao Li, Pan Liu +5Probability CalibrationDomain Generalization

    Shenzhen University · Xiamen University · The Hong Kong University of Science and Technology (Guangzhou) +3

  6. RainAtlas: A Multi-Continental Dataset for Precipitation Downscaling

    Sep 30, 2026Pierre-Louis Lemaire, Luca Schmidt, Wietze Suijker +2Precipitation DownscalingCross-Domain Generalization

    connAIx Research School, Tübingen AI Center, University of Tübingen · Mila - Quebec AI Institute · Cluster of Excellence Machine Learning, University of Tübingen +3

  7. How Many Samples Are Enough for Learning Across Domains?

    Sep 30, 2026Hong ZhengSample ComplexityDomain Generalization

    This work was completed during my Ph.D. period and was the result of a flash of inspiration. I decided to submit it to arXiv and leave its value to the readers.

  8. Exploring In-Context Learning for Handwritten Text Recognition

    Sep 29, 2026Eric Ayllon, Abel Gandia, Jorge Calvo-ZaragozaIn-Context Example SelectionVision-Language Models

  9. A Multi-Dataset Benchmark of YOLO-Based Weed Detection in Precision Agriculture

    Sep 27, 2026Hristina Zdraveska, Vlatko Spasev, Ivica Dimitrovski +2Multi-Source Domain AdaptationWeed Detection

    Faculty of Computer Science and Engineering, University Ss Cyril and Methodius, Rudzer Boshkovikj 16, P.O. 393, Skopje, 1000, North Macedonia

  10. Evaluating Cross-region Generalization for Wavelet-Diffusion Precipitation Downscaling

    Sep 23, 2026Weikang Qian, Yixin Wen, Chugang Yi +3Spatial GeneralizationPrecipitation Downscaling

    University of Florida, Department of Geography, Gainesville, FL, USA · School of Marine and Atmospheric Sciences, Stony Brook University, Stony Brook, NY, USA · Institute for Advanced Computational Science, Stony Brook University, NY, USA +5

  11. Mitigating Entity Type Confusion in Cross-Domain NER via Multidimensional Quantification and Reasoning Enhancement

    Sep 21, 2026Jingyu Wang, Shijie Wu, Fusheng JinNamed Entity RecognitionCross-Domain Generalization

    Beijing Institute of Technology

  12. Cross-Anatomy Transfer Versus Sparse Interpolation in Digital-Twin-Oriented Aortic Fluid-Structure Interaction Surrogates

    Sep 14, 2026Ali Nourbakhsh, Mohammad Reza Niroomand, Erfan NourbakhshPDE Surrogate ModelingCross-Domain Generalization

    Department of Mechanical Engineering Isfahan University of Technology Isfahan, Iran · Artificial Intelligence Department University of Isfahan Isfahan, Iran

  13. Rethinking Radiomap Blind Prediction with Limited Environment and Configuration Representations

    Sep 10, 2026Xiaojie Li, Yu Han, Han Fang +3Residual LearningCross-Domain Generalization

    School of Information Science and Engineering, Southeast University, Nanjing 210096, China · National Mobile Communications Research Laboratory, Southeast University, Nanjing 210096, China · School of Cyber Science and Engineering, Southeast University, Nanjing 210096, China +2

  14. Cross-Species Animal Re-Identification with Semantic Consistency Learning

    Sep 9, 2026Shuoyi Chen, Yuejia Li, Mang YeAnimal Re-IdentificationCross-Domain Generalization

    School of Computer Science, Wuhan University, Wuhan, China

  15. A Benchmark for Vehicle Attribute Classification in Cross-Domain Surveillance Scenarios

    Sep 1, 2026Sergio M. Silva, Otavio T. Remer, Gabriel E. Lima +3Cross-Domain GeneralizationVideo Surveillance

    Department of Informatics, Federal University of Paraná, Curitiba, Brazil · Graduate Program in Informatics, Pontifical Catholic University of Paraná, Curitiba, Brazil

  16. Training-Free Inpainting Across Domains with a Frozen Text-to-Image Diffusion Model

    Sep 1, 2026Zhenhuan Wang, Fengyi YuanDiffusion Model GuidanceCross-Domain Generalization

    School of Data Science, The Chinese University of Hong Kong, Shenzhen · School of Science and Engineering, The Chinese University of Hong Kong, Shenzhen

  17. Leveraging Speech Acts for Low-Data and Cross-Domain Conversation Derailment Forecasting

    Aug 26, 2026Angela Yifei Yuan, Christine De Kock, Christopher LeckieCross-Domain GeneralizationData-Efficient Learning

    The University of Melbourne

  18. FSTC-Encoder: Feature--Spatial--Temporal Correlation Learning for Generalizable RF Sensing

    Aug 9, 2026Jing Wang, Zhu Wang, Changlong Cheng +2Cross-Modal Representation LearningMultimodal Robustness

    Northwestern Polytechnical University

  19. HyTBE: Hyperbolic Target-Background Expert Model for Cross-Domain Infrared Small Target Detection

    Aug 6, 2026Aohua Li, Jin Kuang, Yubing Lu +1Infrared Small Target DetectionCross-Domain Generalization

    College of Software, Jilin University, Changchun, Jilin 130000, China · Hunan Engineering Research Center of Advanced Embedded Computing and Intelligent Medical Systems, Xiangnan University, Chenzhou, 423300, China · College of Computer Science and Technology, Jilin University, Changchun, Jilin 130012, China +1

  20. The First EgoCross Challenge at EgoVis 2026: Cross-Domain Egocentric Video Question Answering

    Aug 5, 2026Yuqian Fu, Tianwen Qian, Yanjun Li +30Egocentric Video QAVideo QA

  21. A Unified Model for Cross-Domain Clone Detection via Model Merging

    Aug 4, 2026Palash R. Roy, Banani Roy, Kevin A. Schneider +1Static Code AnalysisCross-Domain Generalization

    University of Saskatchewan Computer Science Saskatoon, Canada

  22. Cross-Domain Hybrid OPD for Generalizable Search Agents

    Aug 3, 2026Hongzhan Chen, Xiaoyu Liu, Dengming Zhang +11Cross-Domain GeneralizationOn-Policy Distillation

    Yuanbao Team, Tencent · Shanghai Innovation Institute

  23. Prompt-Driven Simulation with Feature Perturbation for Cross-Domain Few-Shot Object Detection

    Aug 2, 2026Linhai Zhuo, Junxi Cai, Tianwen Qian +2Synthetic Data AugmentationFew-Shot Domain Adaptation

    Fuzhou University · East China Normal University · Xiamen University +1

  24. Beyond Feature and Structure Alignment: Learning Transferable Propagation Knowledge for Graph Foundation Models

    Jul 31, 2026Yi Wang, Jitao Zhao, Di Jin +1Message Passing Neural NetworksCross-Domain Generalization

    Tianjin University Tianjin, China

  25. Foundation Models for Face Presentation Attack Detection: A Unified Linear-Probing Benchmark

    Jul 29, 2026Peter Lorenz, Anjith George, Sébastien MarcelVision Foundation ModelsLinear Probing

    Idiap Research Institute, Martigny, Switzerland · University of Lausanne (UNIL), Lausanne, Switzerland

  26. Chaos Is a LADDER: Domain Generalization Beyond Invariance via Reweighting

    Jul 29, 2026Yuhang Jiang, Fengchuan Zhang, Sanguo Zhang +1Causal Representation LearningDomain Adaptation

    School of Mathematical Sciences, University of Chinese Academy of Sciences, Beijing, China · Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, China

  27. Domain-Generalized Adaptive Semantic Communication for Collaborative Perception

    Jul 27, 2026Fan Gao, Youzheng Wang, Ning GeSource-Free Domain AdaptationSemantic Communication

    Department of Electronic Engineering, BNRist, Tsinghua University, Beijing, China · Department of Electronic Engineering, Tsinghua University, Beijing, China

  28. The Cross-Domain Generalization Cost of Offensive Language Detection

    Jul 26, 2026Ruixing Ren, Junhui Zhao, Xiaoke Sun +1Multi-Source Domain AdaptationHate Speech Detection

    School of Electronic and Information Engineering, Beijing Jiaotong University, Beijing 100044, China · National Computer Network Emergency Response Technical Team/Coordination Center of China (CNCERT/CC), Beijing 100029, China

  29. Retrieval-Based Cross-Domain Generalization in Optical Networks via Global Features

    Jul 24, 2026Ali Al Housseini, Carlos Natalino, Paolo Monti +1Cross-Domain Generalization

    University of Applied Sciences and Arts of Southern Switzerland, Lugano, Switzerland · University of Southern Switzerland, Lugano, Switzerland · Department of Electrical Engineering, Chalmers University of Technology, Gothenburg, Sweden

  30. Projection Pursuit CPCANet for Domain Generalization

    Jul 24, 2026Yu-Hsi Chen, Abd-Krim SeghouanePrincipal Component AnalysisDomain Generalization

    The University of Melbourne