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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When Source-Free Domain Adaptation Meets Learning with Noisy LabelsInternational Conference on Learning Representations (ICLR), 2023 L. Yi Gezheng Xu Pengcheng Xu Jiaqi Li Ruizhi Pu Charles Ling A. McLeod Boyu Wang 202 50 0 31 Jan 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Licong Guan Xue Yuan 169 11 0 31 Jan 2023
Generative appearance replay for continual unsupervised domain adaptation Boqi Chen Kevin Thandiackal Pushpak Pati O. Goksel CLL MedIm 220 17 0 03 Jan 2023
Source-Free Unsupervised Domain Adaptation: A SurveyNeural Networks (NN), 2022 Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 379 131 0 31 Dec 2022
Planning Paths through Occlusions in Urban EnvironmentsConference on Robot Learning (CoRL), 2022 Yutao Han Youya Xia Guo-Jun Qi Mark E. Campbell 92 1 0 29 Dec 2022
Source-free Depth for Object Pop-outIEEE International Conference on Computer Vision (ICCV), 2022 Zongwei Wu D. Paudel Deng-Ping Fan Jingjing Wang Shuo Wang C. Demonceaux Radu Timofte Luc Van Gool 217 86 0 10 Dec 2022
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 181 4 0 08 Dec 2022
Union-set Multi-source Model Adaptation for Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Zongyao Li Ren Togo Takahiro Ogawa Miki Haseyama 120 5 0 06 Dec 2022
Cloud-Device Collaborative Adaptation to Continual Changing Environments in the Real-worldComputer Vision and Pattern Recognition (CVPR), 2022 Yulu Gan Mingjie Pan Rongyu Zhang Zijian Ling Lingran Zhao Jiaming Liu Shanghang Zhang VLM 137 20 0 02 Dec 2022
Anatomy-guided domain adaptation for 3D in-bed human pose estimation Alexander Bigalke Christoph Großbröhmer Jasper Diesel Carlotta Hennigs P. Rostalski M. Heinrich OOD 3DH 208 17 0 22 Nov 2022
ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation Shishuai Hu Zehui Liao Yong-quan Xia OOD MedIm 163 24 0 21 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in MedicineIEEE/CAA Journal of Automatica Sinica (JCAS), 2022 Ahmad Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 150 47 0 17 Nov 2022
Deep Learning based Computer Vision Methods for Complex Traffic Environments Perception: A Review Talha Azfar Jinlong Li Hongkai Yu R. Cheu Yisheng Lv Ruimin Ke 123 35 0 09 Nov 2022
CoNMix for Source-free Single and Multi-target Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 110 30 0 07 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 185 22 0 02 Nov 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2022 Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 128 3 0 14 Oct 2022
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift Sharat Agarwal Saket Anand Chetan Arora 137 1 0 13 Oct 2022
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 158 43 0 05 Oct 2022
Memory Consistent Unsupervised Off-the-Shelf Model Adaptation for Source-Relaxed Medical Image Segmentation Xiaofeng Liu Fangxu Xing Xiaofeng Liu Jonghye Woo OOD 162 33 0 16 Sep 2022
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Midhun Vayyat Jaswin Kasi Anuraag Bhattacharya Shuaib Ahmed Rahul Tallamraju 184 21 0 27 Aug 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 169 29 0 27 Jul 2022
Online Domain Adaptation for Semantic Segmentation in Ever-Changing ConditionsEuropean Conference on Computer Vision (ECCV), 2022 Theodoros Panagiotakopoulos Pier Luigi Dovesi Linus Harenstam-Nielsen Matteo Poggi CLL 125 21 0 21 Jul 2022
Generative Domain Adaptation for Face Anti-SpoofingEuropean Conference on Computer Vision (ECCV), 2022 Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Kekai Sheng Shouhong Ding Lizhuang Ma CVBM 182 64 0 20 Jul 2022
GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Cristiano Saltori E. Krivosheev Stéphane Lathuilière Andrii Zadaianchuk Fabio Galasso G. Fiameni Elisa Ricci Fabio Poiesi 3DPC 157 39 0 20 Jul 2022
Source-Free Domain Adaptation for Real-world Image DehazingACM Multimedia (ACM MM), 2022 Huikang Yu Jie Huang Yajing Liu Qibang Zhu Man Zhou Fengmei Zhao 112 36 0 14 Jul 2022
Balancing Discriminability and Transferability for Source-Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 155 100 0 16 Jun 2022
Active Source Free Domain Adaptation Fan Wang Zhongyi Han Zhiyan Zhang Yilong Yin 245 12 0 22 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 181 73 0 02 May 2022
Source-Free Domain Adaptation via Distribution EstimationComputer Vision and Pattern Recognition (CVPR), 2022 Ning Ding Yixing Xu Yehui Tang Chao Xu Yunhe Wang Dacheng Tao TTA 107 137 0 24 Apr 2022
Towards Online Domain Adaptive Object DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 VS Vibashan Poojan Oza Vishal M. Patel 192 55 0 11 Apr 2022
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Sanqing Qu Guang Chen Jing Zhang Zhijun Li Wei He Dacheng Tao TTA 164 67 0 06 Apr 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 VS Vibashan Poojan Oza Vishal M. Patel 269 93 0 29 Mar 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 197 31 0 29 Mar 2022
Continual Test-Time Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 205 532 0 25 Mar 2022
GradViT: Gradient Inversion of Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Ali Hatamizadeh Hongxu Yin H. Roth Wenqi Li Jan Kautz Daguang Xu Pavlo Molchanov ViT 239 77 0 22 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 175 17 0 02 Mar 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 187 54 0 31 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 186 43 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 251 7 0 04 Dec 2021
SITA: Single Image Test-time Adaptation Ansh Khurana S. Paul Piyush Rai Soma Biswas Gaurav Aggarwal 219 57 0 04 Dec 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 147 103 0 25 Nov 2021
Source-free unsupervised domain adaptation for cross-modality abdominal multi-organ segmentation Jin Hong Yudong Zhang Weitian Chen OOD MedIm 242 98 0 24 Nov 2021
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation Kailai Li Chaoxiang Ma Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen MDE 121 49 0 21 Oct 2021
Exploiting the Intrinsic Neighborhood Structure for Source-free Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 233 292 0 08 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 468 257 0 07 Oct 2021
Test-time Batch Statistics Calibration for Covariate Shift Fuming You Jingjing Li Zhou Zhao OOD 114 58 0 06 Oct 2021
Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptationMachine-mediated learning (ML), 2021 Yuntao Du Haiyang Yang Mingcai Chen Juan Jiang Hongtao Luo Chongjun Wang TTA 138 36 0 09 Sep 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 134 137 0 25 Aug 2021
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman TTA 139 21 0 21 Jul 2021
Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation Xin Luo Wei Chen Yusong Tan Chen Li Yulin He Xiaogang Jia TTA 75 12 0 23 Jun 2021