Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation

2 March 2020

Papers citing "Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation"

50 / 150 papers shown

Title
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Junhao Yan Woonsok Lee OOD 16 1 0 14 Oct 2021
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Adriano Cardace Luca de Luigi Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 40 20 0 13 Oct 2021
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Qianyu Zhou Chuyu Zhuang Ran Yi Xuequan Lu Lizhuang Ma 30 26 0 11 Oct 2021
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano OOD 59 16 0 06 Oct 2021
WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation Nam-Won Kim Taeyoung Son Jaehyun Pahk Cuiling Lan Wenjun Zeng Suha Kwak GAN 68 25 0 29 Sep 2021
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer Hongruixuan Chen Chen Wu Yonghao Xu Bo Du 33 9 0 18 Sep 2021
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Lukas Hoyer Dengxin Dai Qin Wang Yuhua Chen Luc Van Gool MDE 25 38 0 28 Aug 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 28 11 0 26 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
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization Seogkyu Jeon Kibeom Hong Pilhyeon Lee Jewook Lee H. Byun OOD 18 76 0 19 Aug 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 27 43 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 41 69 0 13 Aug 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic Segmentation Inkyu Shin Dong-Jin Kim Jae-Won Cho Sanghyun Woo Kwanyong Park In So Kweon 18 55 0 12 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 71 129 0 08 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 69 49 0 08 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
Personalized Image Semantic Segmentation Yu Zhang Chang-Bin Zhang Peng-Tao Jiang Mingg-Ming Cheng Feng Mao 21 4 0 24 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 24 38 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
Data synthesis and adversarial networks: A review and meta-analysis in cancer imaging Richard Osuala Kaisar Kushibar Lidia Garrucho Akis Linardos Zuzanna Szafranowska Stefan Klein Ben Glocker Oliver Díaz Karim Lekadir MedIm 41 42 0 20 Jul 2021
Foreground-Aware Stylization and Consensus Pseudo-Labeling for Domain Adaptation of First-Person Hand Segmentation Takehiko Ohkawa Takuma Yagi Atsushi Hashimoto Yoshitaka Ushiku Yoichi Sato 27 9 0 06 Jul 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 33 5 0 22 Jun 2021
Encouraging Intra-Class Diversity Through a Reverse Contrastive Loss for Better Single-Source Domain Generalization Thomas Duboudin Emmanuel Dellandrea Corentin Abgrall Gilles Hénaff Liming Chen 24 9 0 15 Jun 2021
Spectral Unsupervised Domain Adaptation for Visual Recognition Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 28 67 0 11 Jun 2021
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu Qiufeng Wang Rick Siow Mong Goh OOD 27 16 0 08 Jun 2021
Multi-Target Domain Adaptation with Collaborative Consistency Learning Takashi Isobe Xu Jia Shuaijun Chen Jianzhong He Yongjie Shi Jian-zhuo Liu Huchuan Lu Shengjin Wang 35 85 0 07 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 40 128 0 05 Jun 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu AAML 43 76 0 05 Jun 2021
Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift Sebastian Cygert Bartlomiej Wróblewski Karol Wozniak Radoslaw Slowiñski A. Czyżewski UQCV OOD 31 7 0 31 May 2021
Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation Jinyu Yang Chunyuan Li Weizhi An Hehuan Ma Yuzhi Guo Yu Rong P. Zhao Junzhou Huang AAML 19 31 0 23 May 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training Luke Melas-Kyriazi Arjun K. Manrai 22 117 0 17 May 2021
Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer Lan Fu Hongkai Yu Felix Juefei Xu Jinlong Li Qing Guo Song Wang ViT 44 33 0 11 May 2021
More Separable and Easier to Segment: A Cluster Alignment Method for Cross-Domain Semantic Segmentation Shuang Wang Dongxing Zhao Yi Li Chi Zhang Yuwei Guo Qi Zang B. Hou L. Jiao 55 1 0 07 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 52 228 0 30 Apr 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
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception Daniel Gehrig Haoran Wang Ke Li René Zurbrugg Arpit Jadon Wim Abbeloos Daniel Olmeda Reino Luc Van Gool Dengxin Dai 44 4 0 27 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 101 143 0 22 Apr 2021
Improving Online Performance Prediction for Semantic Segmentation Marvin Klingner Andreas Bär Marcel A. Mross Tim Fingscheidt 38 4 0 12 Apr 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
Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 29 58 0 03 Mar 2021
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Inseop Chung Daesik Kim Nojun Kwak 22 15 0 25 Feb 2021
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
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 21 24 0 08 Dec 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
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Guoliang Kang Yunchao Wei Yi Yang Yueting Zhuang Alexander G. Hauptmann 30 113 0 31 Oct 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 44 264 0 01 Sep 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 23 351 0 17 Jul 2020
Improving Semantic Segmentation via Self-Training Yi Zhu Zhongyue Zhang Chongruo Wu Zhi-Li Zhang Tong He Hang Zhang R. Manmatha Mu Li Alex Smola VLM SSL 26 56 0 30 Apr 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Sheng Wang Xinliang Zhu Chao-chao Yan Junzhou Huang 77 109 0 10 Mar 2020