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"

47 / 47 papers shown

Title
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 27 1 0 04 Sep 2024
All for One, and One for All: UrbanSyn Dataset, the third Musketeer of Synthetic Driving Scenes J. L. Gómez Manuel Silva Antonio Seoane Agnes Borrás Mario Noriega Germán Ros Jose A. Iglesias-Guitian Antonio M. López 3DPC 70 12 0 19 Dec 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 26 3 0 16 Jul 2023
Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation Gabriel Tjio Ping Liu Yawei Luo C. Kwoh Joey Zhou Tianyi VLM 30 0 0 03 Jul 2023
Condition-Invariant Semantic Segmentation Christos Sakaridis David Brüggemann F. I. F. Richard Yu Luc Van Gool 49 4 0 27 May 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 40 7 0 24 Apr 2023
Denoising Cosine Similarity: A Theory-Driven Approach for Efficient Representation Learning Takumi Nakagawa Y. Sanada Hiroki Waida Yuhui Zhang Yuichiro Wada K. Takanashi Tomonori Yamada Takafumi Kanamori DiffM 19 5 0 19 Apr 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation Fengyi Shen A. Gurram Ziyuan Liu He Wang Alois Knoll 24 26 0 05 Apr 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 57 1 0 14 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 29 50 0 13 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain Adaptation P. Xu Boyu Wang Charles X. Ling 32 6 0 03 Feb 2023
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang Donghyun Kim Regerio Feris Kate Saenko Margrit Betke ViT 22 4 0 27 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 33 12 0 22 Nov 2022
Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine A. Chaddad Qizong Lu Jiali Li Y. Katib R. Kateb C. Tanougast Ahmed Bouridane Ahmed Abdulkadir OOD 24 38 0 17 Nov 2022
A diverse large-scale building dataset and a novel plug-and-play domain generalization method for building extraction M. Luo Shunping Ji Shiqing Wei 22 18 0 22 Aug 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 24 45 0 20 Jul 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip H. S. Torr René Ranftl Stephan R. Richter 15 6 0 18 Apr 2022
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization Zeyi Huang Haohan Wang Dong Huang Yong Jae Lee Eric P. Xing 13 22 0 09 Apr 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 13 29 0 06 Apr 2022
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation Xiaoqing Guo Jie Liu Tongliang Liu Yiyuan Yuan 30 27 0 29 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Fuchun Sun Tingyang Xu Wenbing Huang ViT 15 20 0 15 Mar 2022
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation Marvin Klingner Mouadh Ayache Tim Fingscheidt 16 12 0 02 Mar 2022
Beyond Deterministic Translation for Unsupervised Domain Adaptation E. Chiou Eleftheria Panagiotaki Iasonas Kokkinos 32 2 0 15 Feb 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 39 11 0 09 Feb 2022
Meta-Learned Feature Critics for Domain Generalized Semantic Segmentation Zu-Yun Shiau Wei-Wei Lin Ci-Siang Lin Yu-Chiang Frank Wang OOD 30 1 0 27 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 120 7 0 04 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 9 55 0 01 Dec 2021
TridentAdapt: Learning Domain-invariance via Source-Target Confrontation and Self-induced Cross-domain Augmentation Fengyi Shen A. Gurram Ahmet Faruk Tuna O. Urfalioglu Alois C. Knoll 21 4 0 30 Nov 2021
ARTSeg: Employing Attention for Thermal images Semantic Segmentation Farzeen Munir Shoaib Azam Unse Fatima M. Jeon 33 4 0 30 Nov 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 16 48 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 24 450 0 29 Nov 2021
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic Segmentation A. Tavera Fabio Cermelli Carlo Masone Barbara Caputo 18 19 0 22 Oct 2021
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation Inseop Chung Jayeon Yoo Nojun Kwak 23 4 0 21 Oct 2021
Semi-supervised Domain Adaptation for Semantic Segmentation Ying Chen Ouyang Xu Kaiyue Zhu G. Agam 35 6 0 20 Oct 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 38 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
Personalized Image Semantic Segmentation Yu Zhang Chang-Bin Zhang Peng-Tao Jiang Mingg-Ming Cheng Feng Mao 18 4 0 24 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 18 37 0 23 Jul 2021
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation Li Gao Jing Zhang Lefei Zhang Dacheng Tao 23 85 0 20 Jul 2021
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation Gabriel Tjio Ping Liu Joey Tianyi Zhou Rick Siow Mong Goh OOD 27 16 0 08 Jun 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu AAML 35 76 0 05 Jun 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-Wu Guo Song Wang ViT 36 33 0 11 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 27 226 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 53 139 0 28 Apr 2021
MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang Dayan Guan Shijian Lu Aoran Xiao 22 43 0 24 Mar 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
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 34 263 0 01 Sep 2020