Domain Adaptive Semantic Segmentation without Source Data

Domain Adaptive Semantic Segmentation without Source Data

13 October 2021

Zi Huang

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Papers citing "Domain Adaptive Semantic Segmentation without Source Data"

12 / 12 papers shown

Title
Model Adaptation: Unsupervised Domain Adaptation without Source Data Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 317 493 0 26 Feb 2025
Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error Zixin Wang Yadan Luo Zhi Chen Sen Wang Zi Huang 110 13 0 06 Aug 2023
Deep Learning for Cross-Domain Few-Shot Visual Recognition: A Survey Huali Xu Shuaifeng Zhi Shuzhou Sun Vishal M. Patel Li Liu 128 14 0 15 Mar 2023
A Comprehensive Survey on Source-free Domain Adaptation Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 129 109 0 23 Feb 2023
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 85 2 0 08 Dec 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 121 54 0 14 Nov 2022
Cross-Modality Domain Adaptation for Freespace Detection: A Simple yet Effective Baseline Yuan-Gen Wang Leyan Zhu Shaofei Huang Tianrui Hui Xiaojie Li Fei Wang Si Liu 78 9 0 06 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 95 32 0 16 Sep 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 117 48 0 31 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 189 7 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 93 92 0 25 Nov 2021
Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation Yuntao Du Haiyang Yang Mingcai Chen Juan Jiang Hongtao Luo Chongjun Wang TTA 97 31 0 09 Sep 2021