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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
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 157 15 0 12 Dec 2023
Two-Stage Adaptive Network for Semi-Supervised Cross-Domain Crater Detection under Varying Scenario Distributions Yifan Liu Tiecheng Song Chengye Xian Ruiyuan Chen Yi Zhao Rui Li Tan Guo 294 3 0 11 Dec 2023
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Gan Hu Guanxin Wan Bing Wang 287 7 0 06 Dec 2023
How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking Zhengyu Hu Jieyu Zhang Yue Yu Yuchen Zhuang Hui Xiong 285 6 0 04 Dec 2023
Adinkra Symbol Recognition using Classical Machine Learning and Deep Learning Michael Adjeisah K. Asamoah Martha Asamoah Yeboah Raji Rafiu King Godwin Ferguson Achaab Kingsley Adjei 164 0 0 27 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 209 12 0 17 Nov 2023
Refining the ONCE Benchmark with Hyperparameter TuningIEEE Access (IEEE Access), 2023 Maksim Golyadkin Alexander Gambashidze Ildar Nurgaliev Ilya Makarov 150 2 0 10 Nov 2023
SemiGPC: Distribution-Aware Label Refinement for Imbalanced Semi-Supervised Learning Using Gaussian Processes Abdelhak Lemkhenter Manchen Wang Luca Zancato Gurumurthy Swaminathan Paolo Favaro Davide Modolo 246 0 0 03 Nov 2023
OTMatch: Improving Semi-Supervised Learning with Optimal TransportInternational Conference on Machine Learning (ICML), 2023 Zhiquan Tan Kaipeng Zheng Weiran Huang OT 199 9 0 26 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Khanh-Binh Nguyen 233 10 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble ProjectorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Khanh-Binh Nguyen 116 7 0 24 Oct 2023
Rethinking Scale Imbalance in Semi-supervised Object Detection for Aerial Images Ruixiang Zhang Chang Xu Fang Xu Wen Yang Guangjun He Huai Yu Gui-Song Xia 172 3 0 23 Oct 2023
Transferable Availability Poisoning Attacks Yiyong Liu Michael Backes Xiao Zhang AAML 185 5 0 08 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 307 1 0 08 Oct 2023
SemiReward: A General Reward Model for Semi-supervised LearningInternational Conference on Learning Representations (ICLR), 2023 Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 220 17 0 04 Oct 2023
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2023 Guan Gui Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi AAML 166 10 0 07 Sep 2023
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch SizeInternational Symposium on Information Theory (ISIT), 2023 John Chen Chen Dun Anastasios Kyrillidis 127 4 0 07 Sep 2023
Pruning the Unlabeled Data to Improve Semi-Supervised Learning Guy Hacohen D. Weinshall SSL 132 2 0 27 Aug 2023
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers UtilizationIEEE International Conference on Computer Vision (ICCV), 2023 Zekun Li Lei Qi Yinghuan Shi Yang Gao 127 41 0 25 Aug 2023
CoNe: Contrast Your Neighbours for Supervised Image Classification Mingkai Zheng Shan You Lang Huang Xiu Su Fei Wang Chao Qian Xiaogang Wang Chang Xu VLM 126 0 0 21 Aug 2023
Towards Semi-supervised Learning with Non-random Missing LabelsIEEE International Conference on Computer Vision (ICCV), 2023 Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 125 20 0 17 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 179 18 0 15 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2023 Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 112 23 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph ConsistencyIEEE International Conference on Computer Vision (ICCV), 2023 Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 125 16 0 13 Aug 2023
Systematic comparison of semi-supervised and self-supervised learning for medical image classificationComputer Vision and Pattern Recognition (CVPR), 2023 Zhe Huang Ruijie Jiang Shuchin Aeron M. C. Hughes SSL OOD 261 12 0 18 Jul 2023
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classificationBiomedical Signal Processing and Control (BSPC), 2023 Md Junaid Mahmood Pranaw Raj Divyansh Agarwal S. Kumari Pravendra Singh 213 12 0 10 Jul 2023
Semi-supervised learning made simple with self-supervised clusteringComputer Vision and Pattern Recognition (CVPR), 2023 Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 193 42 0 13 Jun 2023
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled DataAAAI Conference on Artificial Intelligence (AAAI), 2023 Shuvendu Roy Ali Etemad SSL 108 6 0 02 Jun 2023
Semi-Supervised and Long-Tailed Object Detection with CascadeMatchInternational Journal of Computer Vision (IJCV), 2023 Yuhang Zang Kaiyang Zhou Chen Huang Chen Change Loy 182 14 0 24 May 2023
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label ConfigurationsNeural Information Processing Systems (NeurIPS), 2023 Hao Chen Ankit Shah Yongfeng Zhang R. Tao Yidong Wang Xingxu Xie Masashi Sugiyama Rita Singh Bhiksha Raj 232 15 0 22 May 2023
DisCo: Distilled Student Models Co-training for Semi-supervised Text MiningConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Weifeng Jiang Qianren Mao Chenghua Lin Jianxin Li Ting Deng Weiyi Yang Liang Luo 147 4 0 20 May 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee K. Wong 214 27 0 14 Apr 2023
Self-training with dual uncertainty for semi-supervised medical image segmentation Zhanhong Qiu Haitao Gan Mingzhi Shi Zhongwei Huang Zhi Yang 170 2 0 10 Apr 2023
Backdoor Defense via Adaptively Splitting Poisoned DatasetComputer Vision and Pattern Recognition (CVPR), 2023 Kuofeng Gao Yang Bai Jindong Gu Yong-Liang Yang Shutao Xia AAML 143 66 0 23 Mar 2023
ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised LearningComputer Vision and Pattern Recognition (CVPR), 2023 Islam Nassar Munawar Hayat Ehsan Abbasnejad Hamid Rezatofighi Gholamreza Haffari 140 23 0 22 Mar 2023
Adaptive Negative Evidential Deep Learning for Open-set Semi-supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Yang Yu Danruo Deng Fu-Lun Liu Yueming Jin Qi Dou Guangyong Chen Pheng-Ann Heng EDL BDL 310 5 0 21 Mar 2023
Boosting Semi-Supervised Learning by Exploiting All Unlabeled DataComputer Vision and Pattern Recognition (CVPR), 2023 Yuhao Chen X. Tan Borui Zhao Zhaowei Chen Renjie Song Jiajun Liang Xuequan Lu 169 56 0 20 Mar 2023
Pseudo-label Correction and Learning For Semi-Supervised Object Detection Yulin He Wei Chen Kevin J. Liang Yusong Tan Zhengfa Liang Yulan Guo 123 5 0 06 Mar 2023
Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few LabelsNeural Information Processing Systems (NeurIPS), 2023 Zebin You Yong Zhong Fan Bao Jiacheng Sun Chongxuan Li Jun Zhu DiffM VLM 428 49 0 21 Feb 2023
NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning Jianfeng Wang Xiaolin Hu Thomas Lukasiewicz AAML BDL 163 0 0 31 Jan 2023
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised LearningInternational Conference on Learning Representations (ICLR), 2023 Hao Chen R. Tao Yue Fan Yidong Wang Yongfeng Zhang Bernt Schiele Xingxu Xie Bhiksha Raj Marios Savvides 231 197 0 26 Jan 2023
Improving Open-Set Semi-Supervised Learning with Self-SupervisionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand 311 10 0 24 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representationsInternational Conference on Learning Representations (ICLR), 2023 Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 258 10 0 12 Jan 2023
Neighborhood-Regularized Self-Training for Learning with Few LabelsAAAI Conference on Artificial Intelligence (AAAI), 2023 Ran Xu Yue Yu Hejie Cui Xuan Kan Yanqiao Zhu Joyce C. Ho Chao Zhang Carl Yang SSL 190 27 0 10 Jan 2023
Boosting Semi-Supervised Learning with Contrastive Complementary LabelingNeural Networks (NN), 2022 Qinyi Deng Yong Guo Zhibang Yang Haolin Pan Jian Chen 311 11 0 13 Dec 2022
Evaluating Zero-cost Active Learning for Object Detection Dominik Probst Hasnain Raza E. Rodner VLM ObjD 141 1 0 08 Dec 2022
Parametric Information Maximization for Generalized Category DiscoveryIEEE International Conference on Computer Vision (ICCV), 2022 Florent Chiaroni Jose Dolz Imtiaz Masud Ziko A. Mitiche Ismail Ben Ayed 196 38 0 01 Dec 2022
An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning Haoxing Chen Yue Fan Yidong Wang Yongfeng Zhang Bernt Schiele Xingxu Xie Marios Savvides Bhiksha Raj 154 14 0 20 Nov 2022
Contrastive Credibility Propagation for Reliable Semi-Supervised LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 Brody Kutt Pralay Ramteke Xavier Mignot P. Toman Nandini Ramanan Sujit Rokka Chhetri Shan Huang Min Du W. Hewlett 269 0 0 17 Nov 2022
NorMatch: Matching Normalizing Flows with Discriminative Classifiers for Semi-Supervised Learning Zhongying Deng Rihuan Ke Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 164 0 0 17 Nov 2022