Multi-source Domain Adaptation for Semantic Segmentation

27 October 2019

Papers citing "Multi-source Domain Adaptation for Semantic Segmentation"

50 / 89 papers shown

Title
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision Heming Xu Xiaohui Liu Zhilu Zhang Hongzhi Zhang Xiaohe Wu Wangmeng Zuo 30 0 0 14 Apr 2025
Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation Lingkun Luo Shiqiang Hu Liming Luke Chen 89 0 0 10 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie-jin Yang Liming Luke Chen AI4CE 54 0 0 10 Feb 2025
Multi-source Domain Adaptation for Panoramic Semantic Segmentation Jing Jiang Sicheng Zhao Jiankun Zhu Wenbo Tang Zhaopan Xu Jidong Yang Guoping Liu Tengfei Xing Pengfei Xu H. Yao 37 4 0 08 Jan 2025
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 38 0 0 24 Jul 2024
Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for On-Board Semantic Segmentation Tao Lian Jose L. Gómez Antonio M. López 46 0 0 27 Jun 2024
More is Better: Deep Domain Adaptation with Multiple Sources Sicheng Zhao Hui Chen Hu Huang Pengfei Xu Guiguang Ding 24 5 0 01 May 2024
Enhancing AI Diagnostics: Autonomous Lesion Masking via Semi-Supervised Deep Learning Ting-Ruen Wei Michele Hell Dang Bich Thuy Le Aren T Vierra Ran Pang Mahesh Patel Young Kang Yuling Yan 33 0 0 18 Apr 2024
Leveraging Synthetic Data for Generalizable and Fair Facial Action Unit Detection Liupei Lu Yufeng Yin Yuming Gu Yizhen Wu P. Prasad Yajie Zhao Mohammad Soleymani 43 0 0 15 Mar 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 36 2 0 20 Feb 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images Navapat Nananukul Hamid Soltanian-zadeh Mohammad Rostami 24 0 0 02 Jan 2024
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 70 12 0 19 Dec 2023
Distribution Shift Inversion for Out-of-Distribution Prediction Runpeng Yu Songhua Liu Xingyi Yang Xinchao Wang OODD 18 18 0 14 Jun 2023
Towards Open-World Segmentation of Parts Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 30 14 0 26 May 2023
Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images Kuiliang Gao Anzhu Yu Xiong You Wenyue Guo Ke Li Ningbo Huang 28 8 0 17 May 2023
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Shigemichi Matsuzaki Hiroaki Masuzawa Jun Miura 44 5 0 02 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 24 50 0 13 Feb 2023
Union-set Multi-source Model Adaptation for Semantic Segmentation Zongyao Li Ren Togo Takahiro Ogawa Miki Haseyama 13 4 0 06 Dec 2022
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 28 6 0 18 Nov 2022
Attention Regularized Laplace Graph for Domain Adaptation Lingkun Luo Limin Chen Shiqiang Hu AI4CE 11 7 0 15 Oct 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 27 37 0 16 Sep 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains Julian Gebele Bonifaz Stuhr Johann Haselberger 21 12 0 16 Jun 2022
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation Models J. L. Gómez Gabriel Villalonga Antonio M. López 13 12 0 31 May 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization Weiyi Yu Zhizhong Huang Junping Zhang Hongming Shan OOD MedIm 11 26 0 09 May 2022
Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation A. Saporta Arthur Douillard Tuan-Hung Vu Patrick Pérez Matthieu Cord CLL 20 21 0 25 Apr 2022
Algorithms and Theory for Supervised Gradual Domain Adaptation Jing Dong Shiji Zhou Baoxiang Wang H. Zhao OOD 21 7 0 25 Apr 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object Detection Jiaxi Wu Jiaxin Chen Meng He Yiru Wang Bo-wen Li Bingqi Ma Weihao Gan Wei Wu Yali Wang Di Huang 13 27 0 17 Apr 2022
Birds of A Feather Flock Together: Category-Divergence Guidance for Domain Adaptive Segmentation Bo Yuan Danpei Zhao Shuai Shao Zehuan Yuan Changhu Wang 55 14 0 05 Apr 2022
An Annotation-free Restoration Network for Cataractous Fundus Images Heng Li Haofeng Liu Yan Hu H. Fu Yitian Zhao Hanpei Miao Jiang-Dong Liu 17 51 0 15 Mar 2022
Multi-Source Unsupervised Domain Adaptation via Pseudo Target Domain Chuan-Xian Ren Yong-Jin Liu Xiwen Zhang Ke-Kun Huang AAML OOD 11 91 0 22 Feb 2022
Few-Shot Classification in Unseen Domains by Episodic Meta-Learning Across Visual Domains Yuan-Chia Cheng Ci-Siang Lin Fu-En Yang Yu-Chiang Frank Wang 30 1 0 27 Dec 2021
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI Leonie Henschel David Kügler M. Reuter 30 41 0 17 Dec 2021
Self-Ensembling GAN for Cross-Domain Semantic Segmentation Yonghao Xu Fengxiang He Bo Du Dacheng Tao Liangpei Zhang GAN 24 15 0 15 Dec 2021
Self-Ensemling for 3D Point Cloud Domain Adaption Qing Li Xiaojiang Peng Chuan Yan Pan Gao Qi Hao 3DPC 25 1 0 10 Dec 2021
Burn After Reading: Online Adaptation for Cross-domain Streaming Data Luyu Yang M. Gao Zeyuan Chen Ran Xu Abhinav Shrivastava Chetan Ramaiah 21 4 0 08 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 63 40 0 06 Dec 2021
Querying Labelled Data with Scenario Programs for Sim-to-Real Validation Edward Kim Jay Shenoy Sebastian Junges Daniel J. Fremont Alberto L. Sangiovanni-Vincentelli S. Seshia 33 3 0 01 Dec 2021
EvDistill: Asynchronous Events to End-task Learning via Bidirectional Reconstruction-guided Cross-modal Knowledge Distillation Lin Wang Yujeong Chae Sung-Hoon Yoon Tae-Kyun Kim Kuk-Jin Yoon 28 63 0 24 Nov 2021
Multi-Domain Incremental Learning for Semantic Segmentation Prachi Garg Rohit Saluja V. Balasubramanian Chetan Arora A. Subramanian C. V. Jawahar CLL 25 32 0 23 Oct 2021
Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection Farzaneh Rezaeianaran Rakshith Shetty Rahaf Aljundi Daniel Olmeda Reino Shanshan Zhang Bernt Schiele OOD 54 77 0 04 Oct 2021
Warp-Refine Propagation: Semi-Supervised Auto-labeling via Cycle-consistency Aditya Ganeshan Alexis Vallet Yasunori Kudo S. Maeda Tommi Kerola Rares Ambrus Dennis Park Adrien Gaidon AI4TS 50 12 0 28 Sep 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 25 12 0 25 Sep 2021
Towards Out-Of-Distribution Generalization: A Survey Jiashuo Liu Zheyan Shen Yue He Xingxuan Zhang Renzhe Xu Han Yu Peng Cui CML OOD 29 515 0 31 Aug 2021
Self-balanced Learning For Domain Generalization Jin-Hwa Kim Jiyoung Lee Jungin Park Dongbo Min K. Sohn OOD AI4CE 13 6 0 31 Aug 2021
Densely Semantic Enhancement for Domain Adaptive Region-free Detectors Bo-Wen Zhang Tao Chen Bin Wang Xiaofeng Wu Liming Zhang Jiayuan Fan ObjD 19 23 0 30 Aug 2021
SHIFT15M: Fashion-specific dataset for set-to-set matching with several distribution shifts Masanari Kimura Takuma Nakamura Yuki Saito OOD 31 3 0 30 Aug 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 31 123 0 25 Aug 2021
Multi-Target Adversarial Frameworks for Domain Adaptation in Semantic Segmentation A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez 11 35 0 16 Aug 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 33 69 0 13 Aug 2021
Multi-Source Domain Adaptation for Object Detection Xingxu Yao Sicheng Zhao Pengfei Xu Jufeng Yang ObjD 10 44 0 30 Jun 2021