Self-supervised Augmentation Consistency for Adapting Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2021

30 April 2021

Papers citing "Self-supervised Augmentation Consistency for Adapting Semantic Segmentation"

50 / 133 papers shown

Title
FlyAwareV2: A Multimodal Cross-Domain UAV Dataset for Urban Scene Understanding F. Barbato Matteo Caligiuri Pietro Zanuttigh 72 0 0 15 Oct 2025
Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation Silvio Mazzucco Carl Persson Mattia Segu Pier Luigi Dovesi Federico Tombari Luc Van Gool Matteo Poggi VLM 225 0 0 18 Sep 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion Aleksandar Jevtić Christoph Reich Felix Wimbauer Oliver Hahn Christian Rupprecht Stefan Roth Daniel Cremers 260 2 0 08 Jul 2025
Beyond Entropy: Region Confidence Proxy for Wild Test-Time Adaptation Zixuan Hu Yichun Hu Xiaotong Li Shixiang Tang Ling-yu Duan 263 5 0 27 May 2025
Self-Supervised Learning for Image Segmentation: A Comprehensive Survey Thangarajah Akilan Nusrat Jahan Tianlei Wang SSL 318 1 0 19 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation Yixuan Dong Fang-Yi Su Jung-Hsien Chiang DiffM 208 0 0 17 May 2025
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 243 1 0 25 Apr 2025
Scene-Centric Unsupervised Panoptic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Oliver Hahn Christoph Reich Nikita Araslanov Daniel Cremers Christian Rupprecht Stefan Roth OCL 308 5 0 02 Apr 2025
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation Chang Liu Bavesh Balaji Saad Hossain C Thomas Kwei-Herng Lai Raviteja Vemulapalli Alexander Wong Sirisha Rambhatla 168 0 0 17 Mar 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2025 Sachin Verma Frank Lindseth Gabriel Kiss 224 0 0 11 Mar 2025
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 285 0 0 25 Nov 2024
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Shuchang Lyu Qi Zhao Guangliang Cheng Yiwei He Zheng Zhou Guangbiao Wang Zhenwei Shi 207 1 0 08 Nov 2024
SiamSeg: Self-Training with Contrastive Learning for Unsupervised Domain Adaptation Semantic Segmentation in Remote Sensing Bin Wang Fei Deng Shuang Wang Wen Luo Zhixuan Zhang Gulan Zhang Peifan Jiang SSL 230 0 0 17 Oct 2024
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel ContrastNeural Networks (NN), 2024 Xiaoke Hao Shiyu Liu Chuanbo Feng Ye Zhu 181 0 0 27 Sep 2024
Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation TasksThe Visual Computer (VC), 2024 Roberto Alcover-Couso Juan C. Sanmiguel Marcos Escudero-Viñolo Jose M. Martínez FedML MoMe 149 3 0 24 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 282 5 0 06 Sep 2024
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient DeficienciesBritish Machine Vision Conference (BMVC), 2024 Jinhui Yi Yanan Luo Marion Deichmann Gabriel Schaaf Juergen Gall 188 1 0 02 Sep 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool MDE 234 10 0 29 Aug 2024
CARLA Drone: Monocular 3D Object Detection from a Different PerspectiveGerman Conference on Pattern Recognition (DAGM), 2024 Johannes Meier Luca Scalerandi Oussema Dhaouadi Jacques Kaiser Nikita Araslanov Daniel Cremers 336 6 0 21 Aug 2024
Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical ImagesInternational Conference on Pattern Recognition (ICPR), 2024 Siladittya Manna Saumik Bhattacharya Umapada Pal OOD 233 1 0 12 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMsEuropean Conference on Computer Vision (ECCV), 2024 Jeongkee Lim Yusung Kim 256 5 0 05 Aug 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 265 1 0 24 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 212 10 0 18 Jul 2024
FairDomain: Achieving Fairness in Cross-Domain Medical Image Segmentation and Classification Yu Tian Congcong Wen Min Shi Muhammad Muneeb Afzal Niraj Pudasaini Muhammad Osama Khan Yan Luo Yi Fang Mengyu Wang OOD 235 25 0 11 Jul 2024
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 Amit K. Roy-Chowdhury 352 2 0 04 Jul 2024
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation B. B. Englert Fabrizio J. Piva Tommie Kerssies Daan de Geus Gijs Dubbelman 299 15 0 14 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Dong Zhao Shuang Wang Qi Zang Licheng Jiao Andrii Zadaianchuk Zhun Zhong 196 6 0 10 Jun 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong Utsav Prabhu Dongyi Wang Bhiksha Raj Susan Gauch J. Subbiah Khoa Luu 313 4 0 03 Jun 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 228 25 0 25 Apr 2024
Unsupervised Domain Adaptation Architecture Search with Self-Training for Land Cover Mapping Clifford Broni-Bediako Junshi Xia Xiangwei Zhu AI4CE 212 6 0 23 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 224 2 0 04 Apr 2024
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation Dafei Qiu Shan Xiong Jiajin Yi Jialin Peng 176 5 0 31 Mar 2024
Self-Supervised Backbone Framework for Diverse Agricultural Vision Tasks Sudhir Sornapudi Rajhans Singh Corteva Agriscience SSL 174 2 0 22 Mar 2024
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance SegmentationComputer Vision and Pattern Recognition (CVPR), 2024 Jiahao Lu Jiacheng Deng Tianzhu Zhang 290 10 0 22 Mar 2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive SegmentationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024 Wenlve Zhou Zhiheng Zhou Tianlei Wang Delu Zeng 186 0 0 22 Mar 2024
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field Robots Connor T. Lee Saraswati Soedarmadji Matthew O. Anderson Anthony J. Clark Soon-Jo Chung 180 6 0 21 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 243 3 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 240 30 0 19 Mar 2024
ECAP: Extensive Cut-and-Paste Augmentation for Unsupervised Domain Adaptive Semantic Segmentation Erik Brorsson Knut Åkesson Lennart Svensson Kristofer Bengtsson 315 2 0 06 Mar 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 208 6 0 09 Feb 2024
MGAug: Multimodal Geometric Augmentation in Latent Spaces of Image Deformations Tonmoy Hossain Miaomiao Zhang 396 5 0 20 Dec 2023
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 465 27 0 19 Dec 2023
Semantic Connectivity-Driven Pseudo-labeling for Cross-domain Segmentation Dong Zhao Rui Yang Shuang Wang Qi Zang Yang Hu Licheng Jiao Andrii Zadaianchuk Zhun Zhong 199 6 0 11 Dec 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 370 8 0 27 Nov 2023
Transferring to Real-World Layouts: A Depth-aware Framework for Scene AdaptationACM Multimedia (ACM MM), 2023 Mu Chen Zhedong Zheng Yi Yang 3DV 320 12 0 21 Nov 2023
Proposal-Level Unsupervised Domain Adaptation for Open World Unbiased Detector Xuanyi Liu Zhongqi Yue Xian-Sheng Hua 289 2 0 04 Nov 2023
Seeking Flat Minima with Mean Teacher on Semi- and Weakly-Supervised Domain Generalization for Object Detection Ryosuke Furuta Yoichi Sato 225 0 0 30 Oct 2023
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-RefinementIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 240 20 0 25 Oct 2023
FloCoDe: Unbiased Dynamic Scene Graph Generation with Temporal Consistency and Correlation Debiasing Anant Khandelwal 375 2 0 24 Oct 2023
Informative Data Mining for One-Shot Cross-Domain Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Yuxi Wang Jian Liang J. Xiao Shuqi Mei Yu-Ren Yang Zhaoxiang Zhang VLM 226 10 0 25 Sep 2023