Source-Free Domain Adaptation for Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2021

30 March 2021

Yuang Liu

Wei Zhang

Jun Wang

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Papers citing "Source-Free Domain Adaptation for Semantic Segmentation"

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Title
Overcoming Label Noise for Source-free Unsupervised Video Domain AdaptationIndian Conference on Computer Vision, Graphics & Image Processing (ICVGIP), 2022 A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 171 12 0 30 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Honglin Li Chenglu Zhu Lin Yang VLM 142 3 0 14 Nov 2023
Effective Restoration of Source Knowledge in Continual Test Time Adaptation Fahim Faisal Niloy Sk. Miraj Ahmed Dripta S. Raychaudhuri Samet Oymak Amit K. Roy-Chowdhury KELM CLL TTA 140 15 0 08 Nov 2023
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Jingyi Pan Sihang Li Yucheng Chen Jinjin Zhu Lin Wang 111 4 0 07 Oct 2023
CODA: Temporal Domain Generalization via Concept Drift SimulatorKnowledge Discovery and Data Mining (KDD), 2023 Chia-Yuan Chang Yu-Neng Chuang Zhimeng Jiang Kwei-Herng Lai Anxiao Jiang Na Zou OOD 119 5 0 02 Oct 2023
Single Image Test-Time Adaptation for Segmentation Klara Janouskova T. Shor Chaim Baskin Jirí Matas TTA OOD 164 3 0 25 Sep 2023
Learning to Drive AnywhereConference on Robot Learning (CoRL), 2023 Ruizhao Zhu Peng Huang Eshed Ohn-Bar Venkatesh Saligrama 235 10 0 21 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood ClusteringIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 148 19 0 01 Sep 2023
RestNet: Boosting Cross-Domain Few-Shot Segmentation with Residual Transformation NetworkBritish Machine Vision Conference (BMVC), 2023 Xinyang Huang Chuanglu Zhu Wenkai Chen 149 21 0 25 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryIEEE International Conference on Computer Vision (ICCV), 2023 Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 191 21 0 25 Aug 2023
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal TargetsIEEE International Conference on Computer Vision (ICCV), 2023 Cody Simons Dripta S. Raychaudhuri Sk. Miraj Ahmed Suya You Konstantinos Karydis Amit K. Roy-Chowdhury 165 9 0 23 Aug 2023
Unsupervised Adaptation of Polyp Segmentation Models via Coarse-to-Fine Self-SupervisionInformation Processing in Medical Imaging (IPMI), 2023 Jiexiang Wang Chaoqi Chen 163 2 0 13 Aug 2023
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration ErrorACM Multimedia (ACM MM), 2023 Zixin Wang Yadan Luo Zhi Chen Sen Wang Zi Huang 192 16 0 06 Aug 2023
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Marc Botet Colomer Pier Luigi Dovesi Theodoros Panagiotakopoulos J. Carvalho Linus Harenstam-Nielsen Hossein Azizpour Hedvig Kjellström Zorah Lähner Matteo Poggi TTA 129 17 0 27 Jul 2023
Feed-Forward Source-Free Domain Adaptation via Class Prototypes Ondrej Bohdal Da Li Timothy M. Hospedales VLM TTA CLL 126 3 0 20 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency TrainingIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zizheng Yan Yushuang Wu Yipeng Qin Xiaoguang Han Shuguang Cui Guanbin Li 191 1 0 07 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 155 30 0 05 Jul 2023
Learning to Augment: Hallucinating Data for Domain Generalized Segmentation Qiyu Sun Pavlo Melnyk Michael Felsberg Yang Tang 203 0 0 04 Jul 2023
Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation Gabriel Tjio Ping Liu Yawei Luo C. Kwoh Joey Zhou Tianyi VLM 151 0 0 03 Jul 2023
Deep Transfer Learning for Intelligent Vehicle Perception: a SurveyGreen Energy and Intelligent Transportation (GEIT), 2023 Xinyi Liu Jinlong Li Jin Ma Huiming Sun Zhigang Xu Tianyu Zhang Hongkai Yu 269 41 0 26 Jun 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain ShiftInternational Conference on Machine Learning (ICML), 2023 Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 201 14 0 19 Jun 2023
Coaching a Teachable StudentComputer Vision and Pattern Recognition (CVPR), 2023 Jimuyang Zhang Zanming Huang Eshed Ohn-Bar 195 30 0 16 Jun 2023
Towards Source-free Domain Adaptive Semantic Segmentation via Importance-aware and Prototype-contrast LearningIEEE Transactions on Intelligent Vehicles (TIV), 2023 Yihong Cao Hui Zhang Xiao Lu Zhen Xiao Kailun Yang Yaonan Wang 143 17 0 02 Jun 2023
FACT: Federated Adversarial Cross Training Stefan Schrod Jonas Lippl Andreas Schäfer Michael Altenbuchinger FedML HILM 155 3 0 01 Jun 2023
Towards Open-World Segmentation of PartsComputer Vision and Pattern Recognition (CVPR), 2023 Tai-Yu Pan Qing Liu Wei-Lun Chao Brian L. Price OCL 165 18 0 26 May 2023
Source-Free Domain Adaptation for RGB-D Semantic Segmentation with Vision Transformers Giulia Rizzoli Donald Shenaj Pietro Zanuttigh ViT 249 15 0 23 May 2023
Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation Shuai Wang Daoan Zhang Zipei Yan Shitong Shao Ruizhen Li 145 2 0 13 May 2023
A Critical View of Vision-Based Long-Term Dynamics Prediction Under Environment MisalignmentInternational Conference on Machine Learning (ICML), 2023 Hanchen Xie Jiageng Zhu Mahyar Khayatkhoei Jiazhi Li Mohamed E. Hussein Wael AbdAlmgaeed 112 3 0 12 May 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2023 Yan Wang Jian Cheng Yixin Chen Shuai Shao Lanyun Zhu Zhenzhou Wu Tianming Liu Haogang Zhu OOD MedIm 240 36 0 26 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated DrivingIEEE Access (IEEE Access), 2023 Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 170 43 0 24 Apr 2023
Tailored Multi-Organ Segmentation with Model Adaptation and Ensemble Jiahua Dong Guohua Cheng Yue Zhang Chengtao Peng Yu Song Ruofeng Tong Lanfen Lin Yen-Wei Chen 125 0 0 14 Apr 2023
Unsupervised Cross-domain Pulmonary Nodule Detection without Source Data Rui Xu Yong Luo Bo Du OOD 156 1 0 03 Apr 2023
Uncertainty-Aware Source-Free Adaptive Image Super-Resolution with Wavelet Augmentation TransformerComputer Vision and Pattern Recognition (CVPR), 2023 Yuang Ai Xiaoqiang Zhou Huaibo Huang Lei Zhang Xiao-Yu Zhang 199 7 0 31 Mar 2023
C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Nazmul Karim Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera Nazanin Rahnavard TTA 149 72 0 30 Mar 2023
TTA-COPE: Test-Time Adaptation for Category-Level Object Pose EstimationComputer Vision and Pattern Recognition (CVPR), 2023 Taeyeop Lee Jonathan Tremblay Valts Blukis Bowen Wen Byeong-uk Lee Inkyu Shin Stan Birchfield In So Kweon Kuk-Jin Yoon TTA 175 40 0 29 Mar 2023
SFHarmony: Source Free Domain Adaptation for Distributed Neuroimaging AnalysisIEEE International Conference on Computer Vision (ICCV), 2023 Nicola K. Dinsdale M. Jenkinson Ana I. L. Namburete 141 2 0 28 Mar 2023
Complementary Domain Adaptation and Generalization for Unsupervised Continual Domain Shift LearningIEEE International Conference on Computer Vision (ICCV), 2023 Won-Yong Cho Jinha Park Taesup Kim CLL 178 10 0 28 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution ShiftsInternational Journal of Computer Vision (IJCV), 2023 Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 215 346 0 27 Mar 2023
Spatio-Temporal Pixel-Level Contrastive Learning-based Source-Free Domain Adaptation for Video Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Shao-Yuan Lo Poojan Oza Sumanth Chennupati Alejandro Galindo Vishal M. Patel 101 18 0 25 Mar 2023
Robust Test-Time Adaptation in Dynamic ScenariosComputer Vision and Pattern Recognition (CVPR), 2023 Longhui Yuan Binhui Xie Shuangliang Li TTA 209 168 0 24 Mar 2023
AdaptGuard: Defending Against Universal Attacks for Model Adaptation Lijun Sheng Jian Liang Ran He Zilei Wang Tien-Ping Tan AAML 200 6 0 19 Mar 2023
Multi-Modal Continual Test-Time Adaptation for 3D Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Haozhi Cao Yuecong Xu Jianfei Yang Pengyu Yin Shenghai Yuan Lihua Xie TTA 110 24 0 18 Mar 2023
Leaping Into Memories: Space-Time Deep Feature SynthesisIEEE International Conference on Computer Vision (ICCV), 2023 Alexandros Stergiou Nikos Deligiannis 135 0 0 17 Mar 2023
Bidirectional Domain Mixup for Domain Adaptive Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Daehan Kim Min-seok Seo Kwanyong Park Inkyu Shin Sanghyun Woo In-So Kweon Dong-Geol Choi 161 13 0 17 Mar 2023
MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-LabelingComputer Vision and Pattern Recognition (CVPR), 2023 Xuzhe Zhang Yu-Hsun Wu S. Entringer H. Simhan Jia Guo ... A. Jackowski Haifeng Li J. Posner Andrew F. Laine Yun Wang OOD 184 21 0 16 Mar 2023
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 David Brüggemann Daniel Gehrig Tim Brödermann Luc Van Gool VLM 165 17 0 09 Mar 2023
A Comprehensive Survey on Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 224 170 0 23 Feb 2023
Semantic Image Segmentation: Two Decades of ResearchFoundations and Trends in Computer Graphics and Vision (FTCGV), 2023 G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 199 67 0 13 Feb 2023
Domain Adaptation for Time Series Under Feature and Label ShiftsInternational Conference on Machine Learning (ICML), 2023 Huan He Owen Queen Teddy Koker Consuelo Cuevas Theodoros Tsiligkaridis Marinka Zitnik AI4TS 174 95 0 06 Feb 2023
CFFT-GAN: Cross-domain Feature Fusion Transformer for Exemplar-based Image TranslationAAAI Conference on Artificial Intelligence (AAAI), 2023 Tianxiang Ma Bingchuan Li Wei Liu Miao Hua Jing Dong Tieniu Tan 137 7 0 03 Feb 2023