Semantic-Aware Domain Generalized Segmentation

Computer Vision and Pattern Recognition (CVPR), 2022

2 April 2022

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Papers citing "Semantic-Aware Domain Generalized Segmentation"

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Title
Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation Franz Thaler M. Urschler Mateusz Kozinski M. Gsell Gernot Plank Darko Štern OOD MedIm 299 0 0 01 Dec 2025
Domain Generalization for Semantic Segmentation: A Survey Manuel Schwonberg Hanno Gottschalk OOD AI4CE 124 1 0 03 Oct 2025
IELDG: Suppressing Domain-Specific Noise with Inverse Evolution Layers for Domain Generalized Semantic Segmentation Qizhe Fan Chaoyu Liu Zhonghua Qiao Xiaoqin Shen 108 0 0 27 Aug 2025
Set Pivot Learning: Redefining Generalized Segmentation with Vision Foundation Models Xinhui Li Xinyu He Qiming Hu Xiaojie Guo 119 0 0 03 Aug 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation I-Hsiang Chen Hua-En Chang Wei-Ting Chen Jenq-Neng Hwang Sy-Yen Kuo DiffM 190 0 0 28 Jul 2025
ConStyX: Content Style Augmentation for Generalizable Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025 Xi Chen Zhiqiang Shen Peng Cao Jinzhu Yang Osmar R. Zaiane OOD 257 1 0 12 Jun 2025
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation Siyu Chen Ting Han Chengzheng Fu Changshe Zhang Chaolei Wang Jinhe Su Guorong Cai Meiliu Wu ObjD VLM 289 1 0 11 Jun 2025
Stronger, Steadier & Superior: Geometric Consistency in Depth VFM Forges Domain Generalized Semantic Segmentation Siyu Chen Ting Han Changshe Zhang Xin Luo Meiliu Wu Guorong Cai Jinhe Su MDE 383 1 0 17 Apr 2025
Pairwise Optimal Transports for Training All-to-All Flow-Based Condition Transfer Model Kotaro Ikeda Masanori Koyama Jinzhe Zhang Kunihiko Miyoshi Kenji Fukumizu OT 1.2K 16 0 04 Apr 2025
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Dong Zhao Jinlong Li Shuang Wang Mengyao Wu Qi Zang Andrii Zadaianchuk Zhun Zhong 1.0K 8 0 23 Mar 2025
Casual Inference via Style Bias Deconfounding for Domain Generalization Jiaxi Li Di Lin Hao Chen Hongying Liu Liang Wan Wei Feng OOD CML AI4CE 328 0 0 21 Mar 2025
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution ShiftsNeural Information Processing Systems (NeurIPS), 2024 Zhitong Gao Bingnan Li Mathieu Salzmann Xuming He OOD VLM 357 6 0 06 Nov 2024
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation B. B. Englert Fabrizio J. Piva Tommie Kerssies Daan de Geus Gijs Dubbelman 307 15 0 14 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 373 5 0 02 Jun 2024
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector Junbo Li Keyan Chen Gengju Tian Lu Li Z. Shi 240 3 0 05 Apr 2024
UniVS: Unified and Universal Video Segmentation with Prompts as Queries Ming-hui Li Shuai Li Xindong Zhang Lei Zhang VOS 240 29 0 28 Feb 2024
Collaborating Foundation Models for Domain Generalized Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 399 32 0 15 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan Maurice Pagnucco Yang Song 196 4 0 08 Dec 2023
A Simple Recipe for Language-guided Domain Generalized SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 266 29 0 29 Nov 2023
Towards Unified and Effective Domain Generalization Yiyuan Zhang Kaixiong Gong Xiaohan Ding Kaipeng Zhang Fangrui Lv Kurt Keutzer Xiangyu Yue AI4CE OOD FedML 323 8 0 16 Oct 2023
Designing a Hybrid Neural System to Learn Real-world Crack Segmentation from Fractal-based SimulationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Achref Jaziri Martin Mundt Andres Fernandez Rodriguez Visvanathan Ramesh 219 11 0 18 Sep 2023
IBAFormer: Intra-batch Attention Transformer for Domain Generalized Semantic Segmentation Qiyu Sun Huilin Chen Meng Zheng Ziyan Wu Michael Felsberg Yang Tang 268 6 0 12 Sep 2023
Similarity Min-Max: Zero-Shot Day-Night Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023 Run Luo Wenjing Wang Wenhan Yang Jiaying Liu VLM 284 23 0 17 Jul 2023
Prompting Diffusion Representations for Cross-Domain Semantic SegmentationBritish Machine Vision Conference (BMVC), 2023 R. Gong Martin Danelljan Hanqi Sun Julio Mangas Luc Van Gool DiffM VLM 219 32 0 05 Jul 2023
Treasure in Distribution: A Domain Randomization based Multi-Source Domain Generalization for 2D Medical Image SegmentationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Ziyang Chen Yongsheng Pan Yiwen Ye Hengfei Cui Yong-quan Xia OOD 173 36 0 31 May 2023
AIMS: All-Inclusive Multi-Level Segmentation Lu Qi Jason Kuen Weidong Guo Jiuxiang Gu Zhe Lin Bo Du Yu-Syuan Xu Ming-Hsuan Yang VLM 250 6 0 28 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 217 10 0 23 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 189 51 0 22 May 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 369 37 0 26 Apr 2023
Texture Learning Domain Randomization for Domain Generalized SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Sunghwan Kim Dae-Hwan Kim Hoseong Kim 341 33 0 21 Mar 2023
Adaptive Texture Filtering for Single-Domain Generalized SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Xinhui Li Mingjiang Li Yaxing Wang Chuan-Xian Ren Xiaojie Guo 224 6 0 06 Mar 2023
Generalized Semantic Segmentation by Self-Supervised Source Domain Projection and Multi-Level Contrastive LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Liwei Yang Xiang Gu Jian Sun 178 19 0 03 Mar 2023
A Class-wise Non-salient Region Generalized Framework for Video Semantic Segmentation Yuhang Zhang Shishun Tian Muxin Liao Zhengyu Zhang Wenbin Zou Chen Xu 221 0 0 29 Dec 2022
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain GeneralizationInternational Journal of Computer Vision (IJCV), 2022 Yuyang Zhao Zhun Zhong Na Zhao Andrii Zadaianchuk G. Lee 306 46 0 18 Dec 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers R. Gong Qin Wang Dengxin Dai Luc Van Gool ViT 160 6 0 14 Dec 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 203 15 0 08 Nov 2022
Domain generalization Person Re-identification on Attention-aware multi-operation strategery Yingchun Guo Huan He Ye Zhu Yang Yu 273 2 0 19 Oct 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain GeneralizationNeural Information Processing Systems (NeurIPS), 2022 Chaoqi Chen Luyao Tang Yifan Zhang Gangming Zhao Yue Huang Yizhou Yu 228 38 0 14 Oct 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Zorah Lähner Stefan Roth OOD TTA VLM 356 10 0 10 Aug 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Kailai Li Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 150 10 0 19 Mar 2022
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 878 5,034 0 17 Feb 2017