Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation

18 March 2022

Papers citing "Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation"

33 / 33 papers shown

Title
Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists Yue Wang Zekun Li Lei Qi Qian Yu Yinghuan Shi Yang Gao 39 0 0 01 Apr 2025
No Thing, Nothing: Highlighting Safety-Critical Classes for Robust LiDAR Semantic Segmentation in Adverse Weather J. Park Hwijeong Lee Inha Kang Hyunjung Shim 59 0 0 20 Mar 2025
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic Segmentation Dengke Zhang Quan Tang Fagui Liu C. L. Philip Chen Haiqing Mei ViT 54 0 0 04 Mar 2025
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 56 8 0 14 Oct 2024
Alleviating Class Imbalance in Semi-supervised Multi-organ Segmentation via Balanced Subclass Regularization Zhenghao Feng L. Wen Binyu Yan J. Cui Yan Wang 30 0 0 26 Aug 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 43 1 0 17 Jul 2024
SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentation Weihao Yan Yeqiang Qian Yueyuan Li Tao Li Chunxiang Wang Ming Yang 48 1 0 17 Jun 2024
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation Kebin Wu Wenbin Li Xiaofei Xiao 33 1 0 29 Apr 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation Qing En Yuhong Guo 34 0 0 18 Apr 2024
Multi-Level Label Correction by Distilling Proximate Patterns for Semi-supervised Semantic Segmentation Hui Xiao Yuting Hong Li Dong Diqun Yan J. Zhuang Junjie Xiong Dongtai Liang Chengbin Peng 45 1 0 02 Apr 2024
Towards the Uncharted: Density-Descending Feature Perturbation for Semi-supervised Semantic Segmentation Xiaoyang Wang H. Bai Limin Yu Yao-Min Zhao Jimin Xiao AAML 48 6 0 11 Mar 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 32 6 0 08 Feb 2024
Virtual Category Learning: A Semi-Supervised Learning Method for Dense Prediction with Extremely Limited Labels Changrui Chen Jungong Han Kurt Debattista 34 23 0 02 Dec 2023
Clean Label Disentangling for Medical Image Segmentation with Noisy Labels Zicheng Wang Zhen Zhao Erjian Guo Luping Zhou 28 1 0 28 Nov 2023
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic Segmentation Jianfeng Wang Daniela Massiceti Xiaolin Hu Vladimir Pavlovic Thomas Lukasiewicz UQCV 30 3 0 05 Aug 2023
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation Junhao Dong Zhu Meng Delong Liu Zhicheng Zhao Fei Su 31 3 0 19 Jul 2023
Space Engage: Collaborative Space Supervision for Contrastive-based Semi-Supervised Semantic Segmentation Changqi Wang Haoyu Xie Yuhui Yuan Chong Fu Xiangyu Yue VLM 30 9 0 19 Jul 2023
Revisiting Image Reconstruction for Semi-supervised Semantic Segmentation Yuhao Lin Hai-Ming Xu Lingqiao Liu Jinan Zou Javen Qinfeng Shi 27 2 0 17 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic Segmentation Xinyue Huo Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 29 8 0 16 Mar 2023
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation Zicheng Wang Zhen Zhao Xiaoxia Xing Dong Xu Xiangyu Kong Luping Zhou 50 44 0 02 Mar 2023
Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation Zhen Zhao Lihe Yang Sifan Long Jimin Pi Luping Zhou Jingdong Wang 31 73 0 09 Dec 2022
Progressive Learning with Cross-Window Consistency for Semi-Supervised Semantic Segmentation Bo Dang Yansheng Li Yongjun Zhang Jiayi Ma SSL 27 0 0 22 Nov 2022
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations Haoyu Xie Changqi Wang Mingkai Zheng Minjing Dong Shan You Chong Fu Chang Xu SSL 42 14 0 26 Oct 2022
Semantic Segmentation with Active Semi-Supervised Representation Learning Aneesh Rangnekar Christopher Kanan Matthew Hoffman 33 5 0 16 Oct 2022
Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization Hai-Ming Xu Lingqiao Liu Qiuchen Bian Zhengeng Yang 25 68 0 10 Oct 2022
Learning from Future: A Novel Self-Training Framework for Semantic Segmentation Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 42 29 0 15 Sep 2022
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation Lihe Yang Lei Qi Xue Jiang Wayne Zhang Yinghuan Shi 35 237 0 21 Aug 2022
Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation Yunzhong Hou Stephen Gould Liang Zheng 32 0 0 17 Aug 2022
Domain Adaptive Video Segmentation via Temporal Pseudo Supervision Yun Xing Dayan Guan Jiaxing Huang Shijian Lu VOS 18 18 0 06 Jul 2022
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 153 212 0 07 Oct 2021
Semi-Supervised Semantic Segmentation with Pixel-Level Contrastive Learning from a Class-wise Memory Bank Inigo Alonso Alberto Sabater David Ferstl Luis Montesano Ana C. Murillo SSL CLL 127 203 0 27 Apr 2021
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 264 1,275 0 06 Mar 2017
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 446 15,639 0 02 Nov 2015