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SimMatch: Semi-supervised Learning with Similarity Matching

Computer Vision and Pattern Recognition (CVPR), 2022

14 March 2022

Fei Wang

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Papers citing "SimMatch: Semi-supervised Learning with Similarity Matching"

50 / 108 papers shown

Title
Learning Robust Diffusion Models from Imprecise Supervision Dong-Dong Wu Jiacheng Cui Wei Wang Zhiqiang She Masashi Sugiyama DiffM 280 0 0 03 Oct 2025
Multimodal Medical Image Classification via Synergistic Learning Pre-training Qinghua Lin Guang-Hai Liu Zuoyong Li Yang Li Yuting Jiang Xiang Wu 75 0 0 22 Sep 2025
LLM-Guided Co-Training for Text Classification Md Mezbaur Rahman Cornelia Caragea 45 0 0 20 Sep 2025
Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning Yue Duan Taicai Chen Lei Qi Yinghuan Shi CLL 72 0 0 07 Aug 2025
Self-Reinforcing Prototype Evolution with Dual-Knowledge Cooperation for Semi-Supervised Lifelong Person Re-Identification Kunlun Xu Fan Zhuo Jiangmeng Li Xu Zou Jiahuan Zhou 155 2 0 02 Jul 2025
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification Iustin Sîrbu Robert-Adrian Popovici Cornelia Caragea Stefan Trausan-Matu Traian Rebedea 152 0 0 09 Jun 2025
SemiOccam: A Robust Semi-Supervised Image Recognition Network Using Sparse Labels Rui Yann Tianshuo Zhang Xianglei Xing VLM 149 0 0 04 Jun 2025
Generalized Category Discovery via Reciprocal Learning and Class-Wise Distribution Regularization Duo Liu Zhiquan Tan Linglan Zhao Zhongqiang Zhang Xiangzhong Fang Weiran Huang 210 2 0 03 Jun 2025
SST: Self-training with Self-adaptive Thresholding for Semi-supervised LearningInformation Processing & Management (IPM), 2025 Shuai Zhao Heyan Huang Xinge Li Xiaokang Chen Rui Wang 159 3 0 31 May 2025
Open-Set Semi-Supervised Learning for Long-Tailed Medical DatasetsIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Daniya Najiha Abdul Kareem Jean Lahoud Mustansar Fiaz Amandeep Kumar Hisham Cholakkal OOD 356 0 0 20 May 2025
Weakly Semi-supervised Whole Slide Image Classification by Two-level Cross Consistency Supervision Linhao Qu Shiman Li Xiaoyuan Luo Shaolei Liu Qinhao Guo Manning Wang Zhijian Song 218 1 0 16 Apr 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 175 0 0 24 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge DistillationComputer Vision and Pattern Recognition (CVPR), 2025 Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 206 3 0 23 Mar 2025
Knowledge Consultation for Semi-Supervised Semantic Segmentation Thuan Than Nhat-Anh Nguyen-Dang Dung Nguyen Salwa K. Al Khatib Ahmed Elhagry Hai T. Phan Yihui He Zhiqiang Shen Marios Savvides Dang T. Huynh VLM 304 1 0 12 Mar 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal ClassificationComputer Vision and Pattern Recognition (CVPR), 2025 Siyi Du Xinzhe Luo D. O’Regan Chen Qin 282 2 0 08 Mar 2025
Re-Evaluating the Impact of Unseen-Class Unlabeled Data on Semi-Supervised Learning ModelInternational Conference on Learning Representations (ICLR), 2025 Rundong He Yicong Dong Lanzhe Guo Yilong Yin Tailin Wu 182 0 0 02 Mar 2025
A Unified Framework for Heterogeneous Semi-supervised LearningComputer Vision and Pattern Recognition (CVPR), 2025 Marzi Heidari Abdullah Alchihabi Hao Yan Yuhong Guo 264 0 0 01 Mar 2025
Set a Thief to Catch a Thief: Combating Label Noise through Noisy Meta Learning Hanxuan Wang Na Lu Xueying Zhao Yuxuan Yan Kaipeng Ma Kwoh Chee Keong Gustavo Carneiro NoLa 245 1 0 22 Feb 2025
Probability-density-aware Semi-supervised Learning Shuyang Liu Ruiqiu Zheng Chunjiang Ge Ke Li Xing Sun Zhou Yu Shaohui Lin 282 0 0 08 Jan 2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2024 Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 955 3 0 14 Dec 2024
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self TranscendenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Qianren Mao Weifeng Jiang Qingbin Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 241 0 0 01 Dec 2024
Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object DetectionACM Multimedia Asia (MMAsia), 2024 Xinhao Zhong Siyu Jiao Yao Zhao Y. X. Wei 249 0 0 20 Nov 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 418 39 0 14 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category DiscoveryNeural Information Processing Systems (NeurIPS), 2024 Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 230 4 0 29 Sep 2024
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective Yu Wang Yuxuan Yin Peng Li 160 0 0 26 Sep 2024
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised LearningEuropean Conference on Computer Vision (ECCV), 2024 Zerun Wang Liuyu Xiang Lang Huang Jiafeng Mao Ling Xiao Toshihiko Yamasaki 193 5 0 26 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled DataEuropean Conference on Computer Vision (ECCV), 2024 Sneha Paul Zachary Patterson Nizar Bouguila 110 0 0 21 Sep 2024
A Unified Contrastive Loss for Self-Training Aurélien Gauffre Julien Horvat Massih-Reza Amini SSL 229 1 0 11 Sep 2024
PMT: Progressive Mean Teacher via Exploring Temporal Consistency for Semi-Supervised Medical Image SegmentationEuropean Conference on Computer Vision (ECCV), 2024 Ning Gao Sanping Zhou Le Wang Nanning Zheng AI4TS 247 9 0 08 Sep 2024
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action RecognitionEuropean Conference on Computer Vision (ECCV), 2024 Ishan Rajendrakumar Dave Mamshad Nayeem Rizve Mubarak Shah AI4TS 151 5 0 02 Sep 2024
CRMSP: A Semi-supervised Approach for Key Information Extraction with Class-Rebalancing and Merged Semantic Pseudo-Labeling Qi Zhang Yonghong Song Pengcheng Guo Yangyang Hui 199 1 0 19 Jul 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 166 4 0 16 Jul 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 226 2 0 22 Jun 2024
Diverse Subset Selection via Norm-Based Sampling and Orthogonality Noga Bar Raja Giryes CVBM 298 1 0 03 Jun 2024
From Obstacle to Opportunity: Enhancing Semi-supervised Learning with Synthetic Data Zerun Wang Jiafeng Mao Liuyu Xiang Toshihiko Yamasaki 170 0 0 27 May 2024
Diverse Teacher-Students for Deep Safe Semi-Supervised Learning under Class Mismatch Qikai Wang Rundong He Yongshun Gong Chunxiao Ren Hao Sun Xiaoshui Huang Yilong Yin 153 2 0 25 May 2024
Towards Realistic Long-tailed Semi-supervised Learning in an Open World Yuanpeng He Lijian Li 243 0 0 23 May 2024
SIAVC: Semi-Supervised Framework for Industrial Accident Video Classification Zuoyong Li Qinghua Lin Haoyi Fan Tiesong Zhao David Zhang 203 3 0 23 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 179 1 0 10 May 2024
Adaptive Bidirectional Displacement for Semi-Supervised Medical Image Segmentation Hanyang Chi Jian Pang Bingfeng Zhang Weifeng Liu 287 33 0 01 May 2024
A Method of Moments Embedding Constraint and its Application to Semi-Supervised Learning Michael Majurski Sumeet Menon Parniyan Farvardin David Chapman 209 4 0 27 Apr 2024
VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning Shijie Fang Qianhan Feng Tong Lin 193 1 0 18 Apr 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 304 7 0 17 Apr 2024
A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling Yutian Ren Yuqi He Xuyin Zhang A. Yen G. P. Li 141 0 0 09 Apr 2024
Leak and Learn: An Attacker's Cookbook to Train Using Leaked Data from Federated Learning Joshua C. Zhao Ahaan Dabholkar Atul Sharma Saurabh Bagchi FedML 133 3 0 26 Mar 2024
Learning from Reduced Labels for Long-Tailed Data Meng Wei Zhongnian Li Yong Zhou Xinzheng Xu 179 4 0 25 Mar 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed M. Pedersoli Jose Dolz 184 2 0 22 Mar 2024
Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization Guopeng Li Ming Qian Gui-Song Xia 177 36 0 21 Mar 2024
BaCon: Boosting Imbalanced Semi-supervised Learning via Balanced Feature-Level Contrastive Learning Qianhan Feng Lujing Xie Shijie Fang Tong Lin 179 12 0 04 Mar 2024
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 184 8 0 19 Dec 2023