Domain Generalization

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28 papers in the last four weeks, up 47% on the four weeks before. 0.3% of all new papers.

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  1. From Self-Supervised Speech Models to Mixture-of-Experts for Robust Anti-Spoofing

    Jun 12, 2026Hugo Daumain, Driss Matrouf, Khaled Khelif +1Audio Deepfake DetectionDomain Generalization

    LIA, Université d’Avignon, France · Airbus Defence & Space, France

  2. NeuroShield: A Device-Agnostic Foundation Model for EEG Authentication

    Jun 12, 2026Matin Fallahi, Patricia Arias-Cabarcos, Thorsten StrufeBiometric IdentificationDomain Generalization

    Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany · Joint Research Centre, European Commission

  3. A New Multi-Domain Benchmark for Micro-Action Recognition and Detection

    Jun 12, 2026Yanbin Hao, Pengyu Liu, Xing Wei +3Domain GeneralizationVideo Action Recognition

    School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China · School of Information Science and Technology, University of Science and Technology of China, Hefei, China

  4. PMOF: A Dataset and Benchmark for Passenger Monitoring Using Overhead Fisheye Cameras

    Jun 11, 2026Stella Katharina Wermuth, Qazi Arbab Ahmed, Klaus Neumann +1Domain GeneralizationObject Detection

    Hochschule Bielefeld* · Hochschule Bielefeld · Bielefeld University*

  5. Contrast-Informed Augmentation and Domain-Adversarial Training for Adult-to-Neonatal MR Reconstruction Generalization

    Jun 11, 2026Stephen Moore, Lara Leijser, Richard Frayne +1Adversarial TrainingData Augmentation

    Biomedical Engineering, University of Calgary, Calgary, Alberta · Hotchkiss Brain Institute, University of Calgary, Calgary, Alberta · Alberta Children’s Hospital Research Institute, University of Calgary, Calgary, Alberta +2

  6. Understanding Cross-Sensor Feature Variations for Generalizable 3D Perception

    Jun 10, 2026Xin Qiu, Wenjie Liu, Fuyuan Ai +3Camera-Radar FusionMultimodal Robustness

    Zhejiang University

  7. OmniLoc: A Geometry-Aware Foundation Model for Anchor-Free UE Localization Across Diverse Indoor Environments

    Jun 9, 2026Lei Chu, Yuning Zhang, Omer Gokalp Serbetci +3Wireless Foundation ModelsDomain Generalization

  8. A Comparison of SSL-Based Feature Extractors and Back-End Classifiers for Spoofing Detection: A Multi-Corpus Training and Cross-Linguistic Analysis

    Jun 7, 2026Anh-Tuan Dao, Driss Matrouf, Mickael Rouvier +1Audio Deepfake DetectionDomain Generalization

    Laboratoire Informatique d’Avignon, Avignon Universite, France · EURECOM, Sophia Antipolis, France

  9. Probing Token Spaces under Generator Shift in AI-Generated Music Detection

    Jun 7, 2026Joonyong Park, Jungwoo Kim, Junyoung Koh +1Audio Representation LearningAudio Deepfake Detection

    1The University of Tokyo, Tokyo, Japan · 3Yonsei University, Seoul, Republic of Korea. · 2MAAP Lab

  10. SSAFE: Simple and Strong AI-Generated Image Detection via Frozen Vision Encoders

    Jun 7, 2026Seunghyun Lee, Byoungkwon Kim, Jaehyun Nam +2Domain GeneralizationTraining Data Selection

    1KAIST · † Work done at KAIST. · 2Google Cloud AI

  11. C-MambaPose: A Physics-Informed Complex Mamba Framework for Cross-Environment WiFi Human Pose Estimation

    Jun 5, 2026Phuc Nguyen HDomain GeneralizationComplex-Valued Neural Networks

    VinUniversity, Hanoi, Vietnam

  12. Mitosis Detection in the Wild: Multi-Tumor and Context-Aware Generalization in the MIDOG 2025 Challenge

    Jun 5, 2026Marc Aubreville, Jonas Ammeling, Sweta Banerjee +64Computational PathologyDomain Generalization

  13. From Vision to Text: A Compact Multimodal Approach for Robust, Cross-Domain Presentation Attack Detection on ID Cards

    Jun 5, 2026Qingwen Zeng, Juan E. Tapia, Sneha Das +1Multimodal RobustnessDomain Generalization

    Technical University of Denmark (DTU), Denmark · da/sec-Biometrics and Security Research Group, Hochschule Darmstadt, Germany

  14. Architecture-Adaptive Uncertainty Fusion for Deepfake Detection

    Jun 4, 2026Ritesh Sharma, Mohammad Ghasemigol, Yuichi MotaiUncertainty QuantificationDigital Image Forensics

  15. Anchor PCA

    Jun 4, 2026Benedikt Seiter, Anya Fries, Julius von Kügelgen +1Unsupervised LearningPrincipal Component Analysis

    ETH Zürich

  16. A Sliced-Wasserstein Framework on Correlation Matrices for EEG Decoding

    Jun 4, 2026Chen Hu, Rui Wang, Jiale Zhou +4EEG DecodingDomain Generalization

    Westlake University Hangzhou, China · School of Artificial Intelligence and Computer Science Jiangnan University Wuxi, China · Zhejiang University Hangzhou, China +1

  17. Towards Truly Multilingual ASR: Generalizing Code-Switching ASR to Unseen Language Pairs

    Jun 4, 2026Gio Paik, Hyunseo Shin, Soungmin LeeCode-Switching Speech RecognitionDomain Generalization

    Theta One Korea, Seoul, Republic of Korea · Kitsch Labs, Seongnam, Republic of Korea · Department of Artificial Intelligence, University of Seoul, Seoul, Republic of Korea +1

  18. Robust Scene Transfer for PointGoal Navigation via Privileged Sensor Guided Contrastive Learning

    Jun 3, 2026Amirhossein Zhalehmehrabi, Tiziano Tezze, Alberto Castelini +1Robot NavigationDomain Generalization

  19. Would you still call this Dax? Novel Visual References in VLMs and Humans

    Jun 3, 2026Ada Defne Tür, Gaurav Kamath, Joyce Chai +2VLM EvaluationVision-Language Models

    McGill University · Mila Quebec AI Institute · University of Michigan - Ann Arbor +1

  20. Environment-Robust Representation Learning with Empirical Bayes

    Jun 3, 2026Yuli Slavutsky, Matthew Shen, Bohan Wu +1Latent Variable ModelsEmpirical Bayes

    Department of Statistics Columbia University New York, NY 10027, USA · Departments of Statistics and Computer Science Columbia University New York, NY 10027, USA

  21. Invariant Gradient Alignment for Robust Reasoning Distillation

    Jun 3, 2026Zehua Cheng, Wei Dai, Jiahao SunCoT DistillationDomain Generalization

    University of Oxford, Oxford, UK

  22. Generalizing Graph Foundation Models via Hyperbolic Retrieval-Augmented Generation

    Jun 2, 2026Yifan Jin, Qirui Ji, Bin Qin +4Retrieval-Augmented GenerationGraph Retrieval-Augmented Generation

    Institute of Software, Chinese Academy of Sciences · University of Chinese Academy of Sciences · Beijing, China +1

  23. Transferable Self-Harm Surveillance from Emergency Department Triage Notes Using an Evidence-Augmented Machine Learning Approach

    Jun 1, 2026Liuliu Chen, Gowri Rajaram, Eleanor Bailey +5Mental HealthDomain Generalization

    School of Computing and Information Systems, University of Melbourne, VIC, Australia. · Orygen, VIC, Australia. · Centre for Youth Mental Health, University of Melbourne, VIC, Australia. +1

  24. Contrastive Augmented Transformer with Domain-specific Enhancement for Robust Multi-scenario Metal Surface Defect Detection

    Jun 1, 2026Yiyao Liu, Wenxiao He, Liyuan Ren +1Contrastive LearningData Augmentation

    Glasgow College, University of Electronic Science and Technology of China, Chengdu, 611731, China · Institute of Applied Physics and Computational Mathematics, Beijing, China · Department of Industrial Engineering, Tsinghua University, Beijing, China

  25. MMDG-Bench: A Benchmark for Multimodal Domain Generalization

    May 30, 2026Qianshan Zhan, Qian Wang, Da Li +2Multimodal RobustnessDomain Generalization

    University of Manchester · Jiyue AI · Samsung AI Centre Cambridge +1

  26. FiSeR: Fine-Grained Source Representations for Cross-Domain AI Image Detection

    May 30, 2026Shan Zhang, Yongxin He, Mingming Zhang +2Contrastive LearningDomain Generalization

    The Key Laboratory of Cognition and Decision Intelligence for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China · School of Artificial Intelligence, University of Chinese Academy of Sciences, Beijing, China · University of Chinese Academy of Sciences, CAS, Beijing, China +1

  27. Enhancing Computer Vision Model Generalization in Warehouse Facilities: A Case Study on Anomaly Detection in Vertical Material Handling Systems

    May 29, 2026Ruiliang Liu, Tina Dongxu Li, Joshua Migdal +2Domain GeneralizationIndustrial Anomaly Detection

    Amazon, USA

  28. Robust and Generalizable Safety Steering for Text-to-Image Diffusion Transformers

    May 28, 2026Zihao Xue, Yan Wang, Zhen Bi +7Diffusion TransformerDomain Generalization

    1Huzhou Normal University · 2Alibaba Group · University of Science and Technology of China +2

  29. How to Relieve Distribution Shifts in Semantic Segmentation for Off-Road Environments

    May 28, 2026Ji-Hoon Hwang, Daeyoung Kim, Hyung-Suk Yoon +2Distribution Shift RobustnessDomain Generalization

    Department of Electrical and Communication Engineering, Seoul National University, Korea

  30. From Talking to Singing: A New Challenge for Audio-Visual Deepfake Detection

    May 27, 2026Ke Liu, Jiwei Wei, Wenyu Zhang +5Audio Deepfake DetectionDomain Generalization

    Center for Future Media, School of Computer Science and Engineering, University of Electronic Science and Technology of China, Chengdu, China