Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation

29 October 2019

Qiming Zhang

Wei Liu

Papers citing "Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation"

50 / 155 papers shown

Title
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 34 89 0 25 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 33 11 0 24 Nov 2021
A Prototype-Oriented Framework for Unsupervised Domain Adaptation Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 59 102 0 22 Oct 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 34 4 0 21 Oct 2021
Semi-supervised Domain Adaptation for Semantic Segmentation Ying Chen Ouyang Xu Kaiyue Zhu G. Agam 38 6 0 20 Oct 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 40 328 0 17 Oct 2021
Domain Adaptive Semantic Segmentation without Source Data Fuming You Jingjing Li Lei Zhu Ke Lu Zhi Chen Zi Huang 31 53 0 13 Oct 2021
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting Yiren Jian Chongyang Gao 36 4 0 05 Oct 2021
Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali ObjD 17 53 0 01 Oct 2021
Cross-Region Domain Adaptation for Class-level Alignment Zhijie Wang Xing Liu Masanori Suganuma Takayuki Okatani OOD 20 10 0 14 Sep 2021
CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation Tongkun Xu Weihua Chen Pichao Wang Fan Wang Hao Li Rong Jin ViT 61 216 0 13 Sep 2021
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images Lefei Zhang Meng Lan Jing Zhang Dacheng Tao 26 126 0 28 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-Anchor Active Domain Adaptation for Semantic Segmentation Munan Ning Donghuan Lu Dong Wei Cheng Bian Chenglang Yuan Shuang Yu Kai Ma Yefeng Zheng 27 53 0 18 Aug 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 41 69 0 13 Aug 2021
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation Thanh-Dat Truong C. Duong Ngan Le Son Lam Phung Chase Rainwater Khoa Luu 67 39 0 06 Aug 2021
I3CL:Intra- and Inter-Instance Collaborative Learning for Arbitrary-shaped Scene Text Detection Bo Du Jian Ye Jing Zhang Juhua Liu Dacheng Tao VLM 28 30 0 03 Aug 2021
ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Yanchao Yang Hanxiang Ren He Wang Bokui Shen Qingnan Fan Youyi Zheng Chenxi Liu Leonidas J. Guibas 27 0 0 29 Jul 2021
Exploring Sequence Feature Alignment for Domain Adaptive Detection Transformers Wen Wang Yang Cao Jing Zhang Fengxiang He Zhengjun Zha Yonggang Wen Dacheng Tao ViT 29 94 0 27 Jul 2021
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation Ruifei He Jihan Yang Xiaojuan Qi 15 115 0 23 Jul 2021
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Li Gao Jing Zhang Lefei Zhang Dacheng Tao 32 85 0 20 Jul 2021
Mutual-GAN: Towards Unsupervised Cross-Weather Adaptation with Mutual Information Constraint Jiawei Chen Yuexiang Li Kai Ma Yefeng Zheng GAN 10 2 0 30 Jun 2021
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam OOD 16 3 0 24 Jun 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 36 5 0 22 Jun 2021
KRADA: Known-region-aware Domain Alignment for Open-set Domain Adaptation in Semantic Segmentation Chenhong Zhou Feng Liu Chen Gong Rongfei Zeng Tongliang Liu W. Cheung Bo Han OOD 60 1 0 11 Jun 2021
A Comprehensive Survey and Taxonomy on Single Image Dehazing Based on Deep Learning Jie Gui Xiaofeng Cong Yuan Cao Wenqi Ren Jun Zhang Jing Zhang Jie Cao Dacheng Tao 24 56 0 07 Jun 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training Luke Melas-Kyriazi Arjun K. Manrai 22 117 0 17 May 2021
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation Shuang Li Binhui Xie Bin Zang Chi Harold Liu Xinjing Cheng Ruigang Yang Guoren Wang 17 27 0 11 May 2021
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation Robert A. Marsden Alexander Bartler Mario Döbler Binh Yang SSL 27 26 0 05 May 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 58 139 0 28 Apr 2021
Category-Adaptive Domain Adaptation for Semantic Segmentation Zhiming Wang Yantian Luo Danlan Huang Ning Ge Jianhua Lu 14 3 0 29 Mar 2021
Learning Part Segmentation through Unsupervised Domain Adaptation from Synthetic Vehicles Qing Liu Adam Kortylewski Zhishuai Zhang Zizhang Li Mengqi Guo Qihao Liu Xiaoding Yuan Jiteng Mu Weichao Qiu Alan Yuille 29 19 0 25 Mar 2021
Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization Haoyu Ma Xiangru Lin Zifeng Wu Yizhou Yu 11 70 0 24 Mar 2021
MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang Dayan Guan Shijian Lu Aoran Xiao 25 43 0 24 Mar 2021
Unsupervised domain adaptation via coarse-to-fine feature alignment method using contrastive learning Shiyu Tang Peijun Tang Yanxiang Gong Zheng Ma M. Xie 24 6 0 23 Mar 2021
Group-aware Label Transfer for Domain Adaptive Person Re-identification Kecheng Zheng Wu Liu Lingxiao He Tao Mei Jiebo Luo Zhengjun Zha 49 156 0 23 Mar 2021
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation Naveen Venkat Jogendra Nath Kundu D. K. Singh Ambareesh Revanur R. VenkateshBabu 27 69 0 20 Mar 2021
Margin Preserving Self-paced Contrastive Learning Towards Domain Adaptation for Medical Image Segmentation Zhizhe Liu Zhenfeng Zhu Shuai Zheng Yang Liu Jiayu Zhou Yao Zhao CLL 28 50 0 15 Mar 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen 44 493 0 26 Jan 2021
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation R. Gong Yuhua Chen D. Paudel Yawei Li Ajad Chhatkuli Wen Li Dengxin Dai Luc Van Gool OOD VLM 38 34 0 15 Dec 2020
Exploiting Diverse Characteristics and Adversarial Ambivalence for Domain Adaptive Segmentation Bowen Cai Huan Fu Rongfei Jia Binqiang Zhao Hua Li Yinghui Xu 33 4 0 10 Dec 2020
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment Paul Pu Liang Peter Wu Liu Ziyin Louis-Philippe Morency Ruslan Salakhutdinov 33 30 0 04 Dec 2020
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Jing Zhang Dacheng Tao 45 463 0 17 Nov 2020
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 29 39 0 17 Nov 2020
Bridging Composite and Real: Towards End-to-end Deep Image Matting Jizhizi Li Jing Zhang Stephen J. Maybank Dacheng Tao 32 112 0 30 Oct 2020
Continual Unsupervised Domain Adaptation for Semantic Segmentation Joonhyuk Kim Sahng-Min Yoo Gyeong-Moon Park Jong-hwan Kim CLL 29 4 0 19 Oct 2020
Self-training for Few-shot Transfer Across Extreme Task Differences Cheng Perng Phoo B. Hariharan SSL 27 106 0 15 Oct 2020
Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan Mohammad Rostami OOD CLL 19 68 0 26 Sep 2020
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 30 303 0 27 Aug 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 23 351 0 17 Jul 2020