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DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), 2023

22 November 2023

Papers citing "DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery"

28 / 28 papers shown

Title
Semi-supervised Semantic Segmentation for Remote Sensing Images via Multi-scale Uncertainty Consistency and Cross-Teacher-Student AttentionIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Shanwen Wang Xin Sun Changrui Chen Danfeng Hong Jungong Han 393 9 0 18 Jan 2025
Confidence-Guided Semi-supervised Learning in Land Cover ClassificationIEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2023 Wanli Ma Oktay Karakuş Paul L. Rosin 135 3 0 17 May 2023
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 287 111 0 09 Dec 2022
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Zhen Zhao Sifan Long Jimin Pi Jingdong Wang Luping Zhou 206 41 0 21 Nov 2022
High-precision Density Mapping of Marine Debris and Floating Plastics via Satellite ImageryScientific Reports (Sci Rep), 2022 H. Booth Wanli Ma Oktay Karakuş 232 26 0 11 Oct 2022
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Lihe Yang Lei Qi Xue Jiang Wayne Zhang Yinghuan Shi 183 370 0 21 Aug 2022
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-LabelsComputer Vision and Pattern Recognition (CVPR), 2022 Yuchao Wang Haochen Wang Yujun Shen Jingjing Fei Wei Li Guoqiang Jin Liwei Wu Rui Zhao Xinyi Le UQCV 163 432 0 08 Mar 2022
n-CPS: Generalising Cross Pseudo Supervision to n Networks for Semi-Supervised Semantic Segmentation Dominik Filipiak Piotr Tempczyk Marek Cygan 221 13 0 14 Dec 2021
Semi-Supervised Medical Image Segmentation via Cross Teaching between CNN and Transformer Xiangde Luo Minhao Hu Tao Song Guotai Wang Shaoting Zhang ViT MedIm 156 284 0 09 Dec 2021
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Yongfeng Zhang Manabu Okumura T. Shinozaki AAML 733 1,127 0 15 Oct 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization LearningNeural Information Processing Systems (NeurIPS), 2021 Hanzhe Hu Fangyun Wei Han Hu Qiwei Ye J. Cui Liwei Wang 153 190 0 11 Oct 2021
Semi-Supervised Semantic Segmentation with Cross Pseudo SupervisionComputer Vision and Pattern Recognition (CVPR), 2021 Xiaokang Chen Yuhui Yuan Gang Zeng Jingdong Wang 281 977 0 02 Jun 2021
Guided Collaborative Training for Pixel-wise Semi-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2020 Zhanghan Ke Di Qiu Kaican Li Qiong Yan Rynson W. H. Lau 237 282 0 12 Aug 2020
Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised LearningNeural Information Processing Systems (NeurIPS), 2020 Jaehyung Kim Youngbum Hur Sejun Park Eunho Yang Sung Ju Hwang Jinwoo Shin 205 184 0 17 Jul 2020
Semi-Supervised Semantic Segmentation with Cross-Consistency TrainingComputer Vision and Pattern Recognition (CVPR), 2020 Yassine Ouali C´eline Hudelot Myriam Tami 456 866 0 19 Mar 2020
FixMatch: Simplifying Semi-Supervised Learning with Consistency and ConfidenceNeural Information Processing Systems (NeurIPS), 2020 Kihyuk Sohn David Berthelot Chun-Liang Li Zizhao Zhang Nicholas Carlini E. D. Cubuk Alexey Kurakin Han Zhang Colin Raffel AAML 435 4,225 0 21 Jan 2020
SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data FusionISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences (ISPRS Annals), 2019 M. Schmitt Lloyd H. Hughes C. Qiu Xiaoxiang Zhu 200 300 0 18 Jun 2019
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable FeaturesIEEE International Conference on Computer Vision (ICCV), 2019 Sangdoo Yun Dongyoon Han Seong Joon Oh Sanghyuk Chun Junsuk Choe Y. Yoo OOD 1.6K 5,492 0 13 May 2019
Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam SSeg 974 15,260 0 07 Feb 2018
Smooth Neighbors on Teacher Graphs for Semi-supervised Learning Yucen Luo Jun Zhu Mengxi Li Yong Ren Bo Zhang 229 255 0 01 Nov 2017
mixup: Beyond Empirical Risk MinimizationInternational Conference on Learning Representations (ICLR), 2017 Hongyi Zhang Moustapha Cissé Yann N. Dauphin David Lopez-Paz NoLa 706 11,052 0 25 Oct 2017
Improved Regularization of Convolutional Neural Networks with Cutout Terrance Devries Graham W. Taylor 599 4,113 0 15 Aug 2017
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 1.1K 13,407 0 04 Dec 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based LocalizationInternational Journal of Computer Vision (IJCV), 2016 Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 896 23,968 0 07 Oct 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2016 Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 1.1K 20,044 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 1.2K 40,576 0 20 May 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.9K 17,206 0 02 Nov 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 3.1K 88,650 0 18 May 2015