Domain Generalization for Semantic Segmentation

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21 papers5 papers in the last four weeks, with none the four weeks before. 0.0% of all new papers.

  1. PLANTEUR: A Crop-Type Segmentation Benchmark for Tropical Regions

    Nov 3, 2026Piper Wolters, Gabriel Tseng, Favyen Bastani +4Agricultural Remote SensingRemote Sensing Image Segmentation

    Allen Institute for AI

  2. ASCoR: Asymmetric Semantic-Spatial Learning for Remote Sensing Domain Generalization

    Nov 2, 2026Zitong Wang, Shuchang Lyu, Meng Li +3Domain Generalization for Semantic SegmentationRemote Sensing Image Segmentation

    Beihang University, Xueyuan Road No.37, Haidian district, Beijing, 100191, , China · University of Science and Technology Beijing, Xueyuan Road No.30, Haidian district, Beijing, 100083, , China · Guangdong Electronic Information Engineering Research Institute, University of Electronic Science and Technology of China, Zongbu 2nd Road No. 17, Dongguan, 523808, , China +1

  3. Spectral Invariant Fusion and Refinement for Domain Generalized Semantic Segmentation

    Oct 29, 2026Yansong Bai, Yunzhi Zhuge, Xinzhuo Yu +4Domain Generalization for Semantic SegmentationInvariant Representation Learning

    Yansong Bai, Yunzhi Zhuge, Lu Zhang, Pingping Zhang and Huchuan Lu are with the School of Information and Communication Engineering, Dalian University of Technology, Dalian 116081, China. · Xinzhuo Yu and Jin Zhan are with the School of Computer Science and Technology, Dalian University of Technology, Dalian 116081, China.

  4. Robust LIDAR Sensor-to-Sensor Domain Generalization via Accumulated-Point Scene Completion

    Oct 29, 2026Christoph B Rist, Larissa T Triess, Markus Enzweiler +1Cross-Domain GeneralizationDomain Generalization for Semantic Segmentation

    Technical University Delft, Intelligent Vehicles Group, The Netherlands · Hochschule Esslingen, Esslingen, Germany

  5. ReSeg: Retraining-free segmentation of abdominal organs via generalizable semantic representation learning

    Oct 21, 2026Derong Yu, Guoyan ZhengZero-Shot Medical Image SegmentationDomain Generalization for Semantic Segmentation

    Institute of Medical Robotics, School of Biomedical Engineering, Shanghai Jiao Tong University, No.800 Dongchuan Road, Shanghai, 200240, China

  6. From Adult Renal Masses to Pediatric Wilms Tumors: Evaluating Cross-Domain Generalization of Kidney Lesion Segmentation on MRI

    Oct 16, 2026Sarah de Boer, Myrthe A. D. Buser, Hartmut Häntze +8Medical Image SegmentationDomain Generalization for Semantic Segmentation

    Department of Medical Imaging, Radboudumc, Nijmegen, The Netherlands · Department of Radiology, Charité - Universitätsmedizin Berlin, Berlin, Germany · Department of Neuroradiology, Charité - Universitätsmedizin Berlin, Berlin, Germany +7

  7. Sparse All-Layer Connector for Domain Generalised Semantic Segmentation

    Oct 11, 2026Ruoyu Guo, Xin Kun Lin, Maurice Pagnucco +1Domain Generalization for Semantic SegmentationDomain Generalization

    School of Computer Science and Engineering, University of New South Wales

  8. Hierarchical Prompt Injector for Domain Generalization Segmentation

    Sep 5, 2026Xin Kun Lin, Ruoyu Guo, Jiaqi Guo +2Domain Generalization for Semantic SegmentationSemantic Segmentation

    School of Computer Science and Engineering, University of New South Wales, Sydney, Australia

  9. GeoSeg-OV: Bridging Geospatial Gaps with Structural Guidance for Open-Vocabulary Remote Sensing Segmentation

    Aug 11, 2026Ruizhong Liu, Tingzhang Luo, Zaiyan Zhang +4Remote Sensing Image SegmentationOpen-Vocabulary Remote Sensing Image Segmentation

    School of Computer Science, China University of Geosciences, Wuhan 430074, Hubei, China · Systems Hub, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou 511453, Guangdong, China · Department of Computer Science, City University of Hong Kong, Hong Kong, China +3

  10. LASA: Language-and-Source-Anchored Alignment for Domain Generalized Semantic Segmentation

    Aug 9, 2026Jinhong Zhu, Weiqi Yan, Shengchuan Zhang +1Domain GeneralizationDomain Generalization for Semantic Segmentation

    Xiamen University · Key Laboratory of Multimedia Trusted Perception and Efficient Computing, Ministry of Education of China · Xiamen, Fujian, China

  11. Bridging the Generalization Gap in Adverse Weather Segmentation: A Training Recipe Perspective

    May 27, 2026Cong Xu, Pu Luo, Yumei Li +1Image Corruption RobustnessDomain Adaptation

    1Xidian University

  12. Multiple Domain Generalization Using Category Information Independent of Domain Differences

    Apr 8, 2026Reiji Saito, Kazuhiro HottaDomain GeneralizationCross-Domain Generalization

    Meijo University, 1-501 Shiogamaguchi, Tempaku-ku, Nagoya 468-8502, Japan

  13. Evaluation of Randomization through Style Transfer for Enhanced Domain Generalization

    Apr 7, 2026Dustin Eisenhardt, Timothy Schaumlöffel, Alperen Kantarci +1Domain GeneralizationCross-Domain Generalization

    German Cancer Research Center (DKFZ), Heidelberg, Germany · German Cancer Consortium (DKTK), partner site Frankfurt/Mainz, a partnership between DKFZ and UCT Frankfurt-Marburg, Frankfurt am Main, Germany · Goethe University Frankfurt, Department of Computer Science, Frankfurt am Main, Germany +1

  14. Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It

    Apr 2, 2026Sebo Diaz, Polina Golland, Elfar Adalsteinsson +1Domain Generalization for Semantic SegmentationMedical Image Segmentation

    MIT · MIT, MGH, HMS

  15. RecycleLoRA: Rank-Revealing QR-Based Dual-LoRA Subspace Adaptation for Domain Generalized Semantic Segmentation

    Mar 30, 2026Chanseul Cho, Seokju Yun, Jeaseong Jeon +2Domain Generalization for Semantic SegmentationDomain Generalization

    Machine Intelligence Laboratory, University of Seoul, Korea

  16. CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation

    Mar 12, 2026Ziqi Ye, Ziyang Gong, Ning Liao +10Domain Generalization for Semantic SegmentationRemote Sensing Image Segmentation

    Fudan University · Shanghai Innovation Institute · Shanghai Jiao Tong University +7

  17. Local Precise Refinement: A Dual-Gated Mixture-of-Experts for Enhancing Foundation Model Generalization against Spectral Shifts

    Mar 8, 2026Xi Chen, Maojun Zhang, Yu Liu +1Domain Generalization for Semantic SegmentationRemote Sensing Image Segmentation

    National University of Defense Technology

  18. Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation

    Mar 3, 2026Chonghua Lv, Dong Zhao, Shuang Wang +4Domain Generalization for Semantic SegmentationKnowledge Distillation

    School of Artificial Intelligence, Xidian University, China · Department of Information Engineering and Computer Science, University of Trento, Italy · Department of Automation, Tsinghua University, China +1

  19. Vision-Language Semantic Grounding for Multi-Domain Crop-Weed Segmentation

    Feb 27, 2026Nazia Hossain, Xintong Jiang, Yu Tian +3Domain Generalization for Semantic SegmentationSemantic Segmentation

    Department of Bioresource Engineering, McGill University, Sainte-Anne-de-Bellevue, QC, Canada · Department of Plant Science, McGill University, Sainte-Anne-de-Bellevue, QC, Canada

  20. AnyCXR: Human Anatomy Segmentation of Chest X-ray at Any Acquisition Position using Multi-stage Domain Randomized Synthetic Data with Imperfect Annotations and Conditional Joint Annotation Regularization Learning

    Dec 19, 2025Zifei Dong, Wenjie Wu, Jinkui Hao +3Medical Image SegmentationMulti-Organ Segmentation

    Department of Radiology, Northwestern University, Chicago, IL, USA · Data Science Institute, Vanderbilt University, Nashville, TN, USA · Department of Orthopedics, The Second Hospital of Shanxi Medical University, Taiyuan, Shanxi, P.R. China +2

  21. EarthScape: A Multimodal Benchmark for Geologic Mapping and Surface-Aware Learning under Geographic Domain Shift

    Mar 19, 2025Matthew A. Massey, Nusrat Munia, Abdullah-Al-Zubaer ImranRemote Sensing BenchmarksMultimodal Semantic Segmentation

    Kentucky Geological Survey University of Kentucky Lexington, KY 40506, USA · Department of Computer Science University of Kentucky Lexington, KY 40506, USA