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1908.05724
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Semi-Supervised Semantic Segmentation with High- and Low-level Consistency
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
15 August 2019
Sudhanshu Mittal
Maxim Tatarchenko
Thomas Brox
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Papers citing
"Semi-Supervised Semantic Segmentation with High- and Low-level Consistency"
50 / 149 papers shown
Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
International Conferences on Biological Information and Biomedical Engineering (ICCBIBE), 2025
Maria Thoma
Michalis A. Savelonas
Dimitris K. Iakovidis
125
0
0
24 Nov 2025
Hierarchical Semi-Supervised Active Learning for Remote Sensing
Wei Huang
Zhitong Xiong
Chenying Liu
Xiao Xiang Zhu
182
0
0
22 Nov 2025
Instance-Aware Robust Consistency Regularization for Semi-Supervised Nuclei Instance Segmentation
Zenan Lin
W. Li
Jintao Chen
Zihao Wu
Wenxiong Kang
Changxin Gao
Liansheng Wang
Jin-Gang Yu
ISeg
242
0
0
10 Oct 2025
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation
Pan Liu
Jinshi Liu
179
1
0
20 Sep 2025
Rethinking Semi-supervised Segmentation Beyond Accuracy: Reliability and Robustness
S. Landgraf
Markus Hillemann
Markus Ulrich
UQCV
344
0
0
06 Jun 2025
Decoupled Competitive Framework for Semi-supervised Medical Image Segmentation
European Conference on Artificial Intelligence (ECAI), 2025
Jiahe Chen
Jiahe Ying
Shen Wang
Jianwei Zheng
198
1
0
30 May 2025
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation
International Conference on Information Photonics (ICIP), 2025
Nagito Saito
Shintaro Ito
Koichi Ito
T. Aoki
VLM
MedIm
479
0
0
26 May 2025
Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation
IEEE Transactions on Image Processing (IEEE TIP), 2025
Luyang Cao
Jianwei Li
Yinghuan Shi
316
2
0
22 May 2025
HSACNet: Hierarchical Scale-Aware Consistency Regularized Semi-Supervised Change Detection
Qiáo Xu
Pengfei Wang
Yanjun Li
Tianwen Qian
Xiaoling Wang
227
1
0
18 Apr 2025
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning
IEEE transactions on multimedia (TMM), 2025
Jianjian Yin
Tao Chen
Gensheng Pei
Yazhou Yao
Liqiang Nie
Xiansheng Hua
445
12
0
23 Mar 2025
Non-Destructive Detection of Sub-Micron Imperceptible Scratches On Laser Chips Based On Consistent Texture Entropy Recursive Optimization Semi-Supervised Network
Pan Liu
222
1
0
17 Mar 2025
GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection
Yan Xing
Qiáo Xu
Zongyu Guo
Rui Huang
Yuxiang Zhang
544
0
0
28 Nov 2024
Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Xinze Li
Runlin Huang
Weifeng Su
Bohan Yang
Wentao Fan
Chengzhang Zhu
Weifeng Su
409
1
0
21 Oct 2024
Browsing without Third-Party Cookies: What Do You See?
ACM/SIGCOMM Internet Measurement Conference (IMC), 2024
Maxwell Lin
Shihan Lin
Helen Wu
Karen Wang
Xiaowei Yang
BDL
596
70
0
14 Oct 2024
Cross Branch Feature Fusion Decoder for Consistency Regularization-based Semi-Supervised Change Detection
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Yan Xing
Qiáo Xu
Jingcheng Zeng
Rui Huang
Sihua Gao
Weifeng Xu
Yuxiang Zhang
Wei Fan
241
5
0
23 Sep 2024
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation
Guanghao Zhu
Jing Zhang
Juanxiu Liu
Xiaohui Du
Ruqian Hao
Yong Liu
Lin Liu
189
5
0
28 Jun 2024
PrevMatch: Revisiting and Maximizing Temporal Knowledge in Semi-Supervised Semantic Segmentation
Wooseok Shin
Hyun Joon Park
Jin Sob Kim
Sung Won Han
Se Hong Park
Sung Won Han
VLM
275
10
0
31 May 2024
PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation
International Conference on Intelligent Computing (ICIC), 2024
Yu Lei
Haolun Luo
Lituan Wang
Zhenwei Zhang
Lei Zhang
353
8
0
10 May 2024
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation
Bin Zhao
Chunshi Wang
Shuxue Ding
235
18
0
01 May 2024
LaneCorrect: Self-supervised Lane Detection
Ming-Jun Nie
Xinyue Cai
Han Xu
Li Zhang
SSL
432
7
0
23 Apr 2024
C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images
Chengxi Han
Chen Wu
Meiqi Hu
Jiepan Li
Hongruixuan Chen
334
46
0
22 Apr 2024
An Evidential-enhanced Tri-Branch Consistency Learning Method for Semi-supervised Medical Image Segmentation
IEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2024
Zhenxi Zhang
Heng Zhou
Xiaoran Shi
Ran Ran
Chunna Tian
Feng Zhou
273
23
0
10 Apr 2024
Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation
IEEE transactions on multimedia (IEEE TMM), 2024
Hui Xiao
Yuting Hong
Li Dong
Diqun Yan
J. Zhuang
Junjie Xiong
Dongtai Liang
Chengbin Peng
365
5
0
02 Apr 2024
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2024
Xiaoyang Wang
Yuxi Liu
Limin Yu
Yao-Min Zhao
Jimin Xiao
AAML
337
38
0
11 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation
Haoyu Xie
Changqi Wang
Jian-jun Zhao
Yang Liu
Jun Dan
Chong Fu
Baigui Sun
SSL
340
23
0
28 Feb 2024
Semi-Mamba-UNet: Pixel-Level Contrastive and Pixel-Level Cross-Supervised Visual Mamba-based UNet for Semi-Supervised Medical Image Segmentation
Knowledge-Based Systems (KBS), 2024
Chao Ma
Ziyang Wang
Mamba
336
79
0
11 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner
Ying Zang
Chenglong Fu
Runlong Cao
Didi Zhu
Min Zhang
Wenjun Hu
Lanyun Zhu
Tianrun Chen
330
13
0
08 Feb 2024
Open Vocabulary Semantic Scene Sketch Understanding
Ahmed Bourouis
Judith E. Fan
Yulia Gryaditskaya
VLM
3DV
343
2
0
18 Dec 2023
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Kaiyu Li
Xiangyong Cao
Deyu Meng
396
118
0
02 Dec 2023
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance
European Conference on Computer Vision (ECCV), 2023
Lukas Hoyer
D. Tan
Muhammad Ferjad Naeem
Luc Van Gool
F. Tombari
VLM
MLLM
266
45
0
27 Nov 2023
Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Souradeep Chakraborty
Shujon Naha
M. Bastan
Amit Kumar K C
Dimitris Samaras
289
10
0
11 Nov 2023
Semi-Supervised Panoptic Narrative Grounding
ACM Multimedia (ACM MM), 2023
Danni Yang
Jiayi Ji
Xiaoshuai Sun
Haowei Wang
Yinan Li
Yiwei Ma
Rongrong Ji
259
5
0
27 Oct 2023
Iterative Semi-Supervised Learning for Abdominal Organs and Tumor Segmentation
Jiaxin Zhuang
Luyang Luo
Zhixuan Chen
Linshan Wu
154
2
0
02 Oct 2023
Active Learning for Semantic Segmentation with Multi-class Label Query
Neural Information Processing Systems (NeurIPS), 2023
S. Hwang
Sohyun Lee
Hoyoung Kim
Minhyeon Oh
Jungseul Ok
Suha Kwak
VLM
340
16
0
17 Sep 2023
Adapting Segment Anything Model for Change Detection in HR Remote Sensing Images
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Lei Ding
Kun Zhu
Daifeng Peng
Hao Tang
Kuiwu Yang
Lorenzo Bruzzone
537
176
0
04 Sep 2023
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation
Zhen Zhao
Ye Liu
Meng Zhao
Di Yin
Yixuan Yuan
Luping Zhou
268
2
0
23 Aug 2023
Diverse Cotraining Makes Strong Semi-Supervised Segmentor
IEEE International Conference on Computer Vision (ICCV), 2023
Yijiang Li
Xinjiang Wang
Lihe Yang
Xue Jiang
Wayne Zhang
Ying Gao
230
43
0
18 Aug 2023
R2S100K: Road-Region Segmentation Dataset For Semi-Supervised Autonomous Driving in the Wild
International Journal of Computer Vision (IJCV), 2023
M. A. Butt
Hassan Ali
Adnan Qayyum
Waqas Sultani
Ala I. Al-Fuqaha
Junaid Qadir
AI4TS
213
3
0
11 Aug 2023
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network
ACM Multimedia (ACM MM), 2023
Zhibo Tain
Xiaolin Zhang
Peng Zhang
Kun Zhan
262
14
0
26 Jul 2023
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation
Engineering applications of artificial intelligence (Eng. Appl. Artif. Intell.), 2023
Junhao Dong
Zhu Meng
Delong Liu
Zhicheng Zhao
Fei Su
291
7
0
19 Jul 2023
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Changqi Wang
Haoyu Xie
Yuhui Yuan
Chong Fu
Xiangyu Yue
VLM
288
16
0
19 Jul 2023
Correlation-Aware Mutual Learning for Semi-supervised Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Shengbo Gao
Zijia Zhang
Jiechao Ma
Zihao Li
Shu Zhen Zhang
343
76
0
12 Jul 2023
Cross-supervised Dual Classifiers for Semi-supervised Medical Image Segmentation
Zhenxi Zhang
Ran Ran
Chunna Tian
Heng Zhou
Fan Yang
Xin Li
Zhicheng Jiao
371
2
0
25 May 2023
Prompt What You Need: Enhancing Segmentation in Rainy Scenes with Anchor-based Prompting
Xiaoyuan Guo
Xiang Wei
Q. Su
Hui-Huang Zhao
Shunli Zhan
273
1
0
06 May 2023
Semi-Supervised Semantic Segmentation With Region Relevance
IEEE International Conference on Multimedia and Expo (ICME), 2023
Rui Chen
Tao Chen
Qiong Wang
Yazhou Yao
226
7
0
23 Apr 2023
Self-training with dual uncertainty for semi-supervised medical image segmentation
Zhanhong Qiu
Haitao Gan
Mingzhi Shi
Zhongwei Huang
Zhi Yang
311
3
0
10 Apr 2023
A Survey on Semi-Supervised Semantic Segmentation
Adrian Peláez-Vegas
Pablo Mesejo
Julián Luengo
254
46
0
20 Feb 2023
ContrasInver: Ultra-Sparse Label Semi-supervised Regression for Multi-dimensional Seismic Inversion
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023
Yimin Dou
Kewen Li
Wenjun Lv
Timing Li
Hongjie Duan
Yuan Xiao
345
5
0
13 Feb 2023
Semantic Image Segmentation: Two Decades of Research
Foundations and Trends in Computer Graphics and Vision (FTCGV), 2023
G. Csurka
Riccardo Volpi
Boris Chidlovskii
3DV
313
85
0
13 Feb 2023
Best Practices in Active Learning for Semantic Segmentation
Sudhanshu Mittal
J. Niemeijer
Jörg P. Schäfer
Thomas Brox
VLM
377
21
0
08 Feb 2023
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