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
LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023 Amirreza Shaban JoonHo Lee Sanghun Jung Xiangyun Meng Byron Boots 236 17 0 24 Sep 2023
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation Fei Pan Xu Yin Seokju Lee Axi Niu Sungeui Yoon In So Kweon 275 5 0 21 Sep 2023
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel ObjectsIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023 Fahong Zhang Yilei Shi Zhitong Xiong Xiaoxiang Zhu ObjD 216 35 0 19 Sep 2023
Deep Video Codec Control for Vision Models Christoph Reich Biplob K. Debnath Deep Patel Tim Prangemeier Daniel Cremers S. Chakradhar 361 2 0 30 Aug 2023
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Jan-Aike Termöhlen Tim Bartels Tim Fingscheidt ViT 145 10 0 25 Aug 2023
Unsupervised Domain Adaptation for Anatomical Landmark DetectionInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023 Haibo Jin Haoxuan Che Haoxing Chen OOD 122 18 0 25 Aug 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryIEEE International Conference on Computer Vision (ICCV), 2023 Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 267 21 0 25 Aug 2023
SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal TargetsIEEE International Conference on Computer Vision (ICCV), 2023 Cody Simons Dripta S. Raychaudhuri Sk. Miraj Ahmed Suya You Konstantinos Karydis Amit K. Roy-Chowdhury 189 10 0 23 Aug 2023
SegDA: Maximum Separable Segment Mask with Pseudo Labels for Domain Adaptive Semantic Segmentation Anant Khandelwal 206 2 0 10 Aug 2023
Online Self-Supervised Thermal Water Segmentation for Aerial VehiclesIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Connor T. Lee Jonathan Gustafsson Frennert L. Gan M. Anderson Soon-Jo Chung 184 6 0 18 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 223 5 0 16 Jul 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 231 15 0 15 Jun 2023
Weakly supervised information extraction from inscrutable handwritten document imagesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2023 S. Paul Gagan Madan Akankshya Mishra N. Hegde Pradeep Kumar Gaurav Aggarwal MedIm 159 5 0 12 Jun 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 234 12 0 04 Jun 2023
Balancing Logit Variation for Long-tailed Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Yuchao Wang Jingjing Fei Haochen Wang Wei Li Tianpeng Bao Liwei Wu Rui Zhao Yujun Shen 207 36 0 03 Jun 2023
Fairness Continual Learning Approach to Semantic Scene Understanding in Open-World EnvironmentsNeural Information Processing Systems (NeurIPS), 2023 Thanh-Dat Truong Hoang-Quan Nguyen Bhiksha Raj Khoa Luu CLL 386 20 0 25 May 2023
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic SegmentationInternational Journal of Computer Vision (IJCV), 2023 Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 209 10 0 23 May 2023
Regularizing Self-training for Unsupervised Domain Adaptation via Structural Constraints Rajshekhar Das Jonathan M Francis Sanket Vaibhav Mehta Jean Oh Emma Strubell Jose Moura 197 1 0 29 Apr 2023
EDAPS: Enhanced Domain-Adaptive Panoptic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool 263 17 0 27 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 357 37 0 26 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 183 13 0 24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated DrivingIEEE Access (IEEE Access), 2023 Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 234 48 0 24 Apr 2023
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation Thanh-Dat Truong C. Duong Pierce Helton Ashley Dowling Xin Li Khoa Luu 150 2 0 14 Apr 2023
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation Thanh-Dat Truong C. Duong Ashley Dowling Son Lam Phung J. Cothren Khoa Luu 159 3 0 14 Apr 2023
DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Fengyi Shen A. Gurram Ziyuan Liu He Wang Alois Knoll 213 38 0 05 Apr 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene UnderstandingComputer Vision and Pattern Recognition (CVPR), 2023 Thanh-Dat Truong Ngan Le Bhiksha Raj J. Cothren Khoa Luu 210 37 0 04 Apr 2023
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière DiffM 256 43 0 31 Mar 2023
Bidirectional Domain Mixup for Domain Adaptive Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2023 Daehan Kim Min-seok Seo Kwanyong Park Inkyu Shin Sanghyun Woo In-So Kweon Dong-Geol Choi 225 13 0 17 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 207 5 0 08 Mar 2023
Traffic Scene Parsing through the TSP6K DatasetComputer Vision and Pattern Recognition (CVPR), 2023 Peng-Tao Jiang Yuqi Yang Yang Cao Qibin Hou Ming-Ming Cheng Chunhua Shen ViT 182 3 0 06 Mar 2023
IDA: Informed Domain Adaptive Semantic SegmentationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2023 Zheng Chen Zhengming Ding Jason M. Gregory Lantao Liu 204 11 0 05 Mar 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 261 6 0 14 Feb 2023
Distributed Traffic Synthesis and Classification in Edge Networks: A Federated Self-supervised Learning ApproachIEEE Transactions on Mobile Computing (IEEE TMC), 2023 Yong Xiao Rong Xia Yingyu Li Guangming Shi Diep N. Nguyen D. Hoang Dusit Niyato Marwan Krunz 239 19 0 01 Feb 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Licong Guan Xue Yuan 217 11 0 31 Jan 2023
Self-training via Metric Learning for Source-Free Domain Adaptation of Semantic Segmentation Ibrahim Batuhan Akkaya U. Halici TTA 237 4 0 08 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 370 315 0 02 Dec 2022
Geometry-Aware Network for Domain Adaptive Semantic SegmentationAAAI Conference on Artificial Intelligence (AAAI), 2022 Yinghong Liao Wending Zhou Xu Yan Shuguang Cui Yizhou Yu Zhen Li 3DPC 268 5 0 02 Dec 2022
CONDA: Continual Unsupervised Domain Adaptation Learning in Visual Perception for Self-Driving Cars Thanh-Dat Truong Pierce Helton A. Moustafa J. Cothren Khoa Luu CLL 305 9 0 01 Dec 2022
MoDA: Map style transfer for self-supervised Domain Adaptation of embodied agentsEuropean Conference on Computer Vision (ECCV), 2022 E. Lee J. Kim Sang-Woo Park Y. Kim TTA 163 9 0 29 Nov 2022
QuadFormer: Quadruple Transformer for Unsupervised Domain Adaptation in Power Line Segmentation of Aerial Images P. Rao Feng Qiao Weide Zhang Yiliang Xu Yong Deng Guangbin Wu Qiang Zhang 133 10 0 29 Nov 2022
Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation Kaihong Wang Donghyun Kim Regerio Feris Kate Saenko Margrit Betke ViT 280 5 0 27 Nov 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic SegmentationIEEE Transactions on Image Processing (IEEE TIP), 2022 Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 267 6 0 22 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond AberrationsIEEE Transactions on Computational Imaging (TCI), 2022 Zhijie Xu Haowen Shi Shaohua Gao Kailai Li Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 283 5 0 21 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic SegmentationACM Multimedia (ACM MM), 2022 Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 232 74 0 14 Nov 2022
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation Yunsheng Zhang Jianguo Yao Ruixiang Zhang Siyang Chen Haif Li 132 0 0 19 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain LabelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Shengjie Liu Chuanglu Zhu Wenqi Tang 294 0 0 05 Oct 2022
Online pseudo labeling for polyp segmentation with momentum networksInternational Conference on Knowledge and Systems Engineering (KSE), 2022 Toan Pham Van Linh Doan Bao Thanh-Tung Nguyen Duc Trung Tran Quan Nguyen D. V. Sang 226 6 0 29 Sep 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 300 3 0 28 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2022 Lin Chen Zhixiang Wei Xin Jin Huajun Chen Miao Zheng Kaikang Chen Yi-jing Jin 211 45 0 16 Sep 2022
Learning from Future: A Novel Self-Training Framework for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2022 Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 222 38 0 15 Sep 2022