Learning to Adapt Structured Output Space for Semantic Segmentation

28 February 2018

Ming-Hsuan Yang

Papers citing "Learning to Adapt Structured Output Space for Semantic Segmentation"

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Title
POSTURE: Pose Guided Unsupervised Domain Adaptation for Human Body Part Segmentation Arindam Dutta Rohit Lal Yash Garg Calvin-Khang Ta Dripta S. Raychaudhuri Hannah Dela Cruz A. Roy-Chowdhury 28 1 0 04 Jul 2024
Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jesús Bescós AI4CE 41 3 0 01 Jul 2024
ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Nazanin Moradinasab Laura S. Shankman Rebecca A. Deaton Gary K. Owens Donald E. Brown VLM 39 2 0 27 Jun 2024
SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery Jian Song Hongruixuan Chen Weihao Xuan Junshi Xia Naoto Yokoya 31 4 0 26 Jun 2024
Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-Center Dataset Hongqiu Wang Xiangde Luo Wu Chen Qingqing Tang Mei Xin Qiong Wang Lei Zhu 35 9 0 19 Jun 2024
Global High Categorical Resolution Land Cover Mapping via Weak Supervision Xin-Yi Tong Runmin Dong Xiao Xiang Zhu 34 1 0 02 Jun 2024
Open-Set Domain Adaptation for Semantic Segmentation Seun-An Choe Ah-Hyung Shin Keon-Hee Park Jinwoo Choi Gyeong-Moon Park 32 6 0 30 May 2024
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 21 7 0 29 May 2024
FUSU: A Multi-temporal-source Land Use Change Segmentation Dataset for Fine-grained Urban Semantic Understanding Shuai Yuan Guancong Lin Lixian Zhang Runmin Dong Jinxiao Zhang Shuang Chen Juepeng Zheng Jie Wang Haohuan Fu AI4TS 42 5 0 29 May 2024
Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation Yawen Zou Chunzhi Gu Junzhou Yu Shangce Gao Chao Zhang 48 1 0 26 May 2024
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation Kai Yao Zhaorui Tan Zixian Su Xi Yang Jie Sun Kaizhu Huang 46 0 0 23 May 2024
Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Tarun Kalluri Jihyeon Janel Lee Kihyuk Sohn Sahil Singla Manmohan Chandraker Joseph Z. Xu Jeremiah Liu 49 1 0 22 May 2024
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data Yonghao Xu Pedram Ghamisi Yannis Avrithis OOD 39 1 0 10 May 2024
Uncertainty-aware self-training with expectation maximization basis transformation Zijia Wang Wenbin Yang Zhisong Liu Zhen Jia UQCV 21 2 0 02 May 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 46 13 0 25 Apr 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Clifford Broni-Bediako Junshi Xia Naoto Yokoya AI4CE 34 2 0 23 Apr 2024
Generalizable Face Landmarking Guided by Conditional Face Warping Jiayi Liang Haotian Liu Hongteng Xu Dixin Luo CVBM 44 0 0 18 Apr 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 48 7 0 13 Apr 2024
Unified Language-driven Zero-shot Domain Adaptation Senqiao Yang Zhuotao Tian Li Jiang Jiaya Jia 33 7 0 10 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 61 11 0 07 Apr 2024
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation Xuan Sun Zhanfu An Yuyu Liu 35 0 0 07 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 42 1 0 04 Apr 2024
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation Dafei Qiu Shan Xiong Jiajin Yi Jialin Peng 27 1 0 31 Mar 2024
Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation Wenxiao Deng Wenbin Li Tianyu Ding Lei Wang Hongguang Zhang Kuihua Huang Jing Huo Yang Gao DD 50 14 0 31 Mar 2024
Density-guided Translator Boosts Synthetic-to-Real Unsupervised Domain Adaptive Segmentation of 3D Point Clouds Zhimin Yuan Wankang Zeng Yanfei Su Weiquan Liu Ming Cheng Yulan Guo Cheng-i Wang 3DPC 33 3 0 27 Mar 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 70 9 0 26 Mar 2024
Self-Supervised Learning for Medical Image Data with Anatomy-Oriented Imaging Planes Tianwei Zhang Dong Wei Mengmeng Zhua Shi Gu Yefeng Zheng SSL 30 0 0 25 Mar 2024
When Cars meet Drones: Hyperbolic Federated Learning for Source-Free Domain Adaptation in Adverse Weather Giulia Rizzoli Matteo Caligiuri Donald Shenaj F. Barbato Pietro Zanuttigh 38 1 0 20 Mar 2024
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 40 20 0 19 Mar 2024
Uncertainty-Aware Pseudo-Label Filtering for Source-Free Unsupervised Domain Adaptation Xi Chen Haosen Yang Huicong Zhang Hongxun Yao Xiatian Zhu 41 2 0 17 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 43 0 0 06 Mar 2024
Causal Prototype-inspired Contrast Adaptation for Unsupervised Domain Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery Jingru Zhu Ya Guo Geng Sun Liang Hong Jie Chen 32 3 0 06 Mar 2024
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Lingyan Ran Lushuang Wang Tao Zhuo Yinghui Xing 42 5 0 05 Mar 2024
Learning Conditional Invariances through Non-Commutativity Abhra Chaudhuri Serban Georgescu Anjan Dutta 52 0 0 18 Feb 2024
Energy-based Domain-Adaptive Segmentation with Depth Guidance Jinjin Zhu Zhedong Hu Tae-Kyun Kim Lin Wang MDE 22 2 0 06 Feb 2024
We're Not Using Videos Effectively: An Updated Domain Adaptive Video Segmentation Baseline Simar Kareer Vivek Vijaykumar Harsh Maheshwari Prithvijit Chattopadhyay Judy Hoffman Viraj Prabhu 30 2 0 01 Feb 2024
Resilient Practical Test-Time Adaptation: Soft Batch Normalization Alignment and Entropy-driven Memory Bank Xingzhi Zhou Zhiliang Tian Ka Chun Cheung Simon See Nevin L. Zhang 28 1 0 26 Jan 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 23 5 0 16 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak A. Roy-Chowdhury 25 0 0 06 Jan 2024
Online Continual Domain Adaptation for Semantic Image Segmentation Using Internal Representations Serban Stan Mohammad Rostami OOD CLL 30 0 0 02 Jan 2024
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation Shizhan Liu Zhengkai Jiang Yuxi Li Jinlong Peng Yabiao Wang Weiyao Lin 26 0 0 15 Dec 2023
Adversarial Semi-Supervised Domain Adaptation for Semantic Segmentation: A New Role for Labeled Target Samples Marwa Kechaou Mokhtar Z. Alaya Romain Hérault Gilles Gasso GAN 22 0 0 12 Dec 2023
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao N. Sebe Zhun Zhong 56 6 0 11 Dec 2023
Implicit Shape Modeling for Anatomical Structure Refinement of Volumetric Medical Images Minghui Zhang Shanshan Shi Renao Yan Liang Zhu Tian Guan MedIm 15 1 0 11 Dec 2023
Improving the Generalization of Segmentation Foundation Model under Distribution Shift via Weakly Supervised Adaptation Haojie Zhang Yongyi Su Xun Xu Kui Jia OOD VLM 27 21 0 06 Dec 2023
Generalization by Adaptation: Diffusion-Based Domain Extension for Domain-Generalized Semantic Segmentation J. Niemeijer Manuel Schwonberg Jan-Aike Termöhlen Nico M. Schmidt Tim Fingscheidt DiffM 30 15 0 04 Dec 2023
Beyond Entropy: Style Transfer Guided Single Image Continual Test-Time Adaptation Younggeol Cho Youngrae Kim Dongman Lee 17 1 0 30 Nov 2023
SAM4UDASS: When SAM Meets Unsupervised Domain Adaptive Semantic Segmentation in Intelligent Vehicles Weihao Yan Yeqiang Qian Xingyuan Chen Hanyang Zhuang Chunxiang Wang Ming Yang 20 5 0 22 Nov 2023
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Mu Chen Zhedong Zheng Yi Yang 3DV 46 6 0 21 Nov 2023
GLAD: Global-Local View Alignment and Background Debiasing for Unsupervised Video Domain Adaptation with Large Domain Gap Hyogun Lee Kyungho Bae Seong Jong Ha Yumin Ko Gyeong-Moon Park Jinwoo Choi 11 2 0 21 Nov 2023