FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling

15 October 2021

Papers citing "FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling"

50 / 411 papers shown

Title
Leveraging Ensemble Diversity for Robust Self-Training in the Presence of Sample Selection Bias Ambroise Odonnat Vasilii Feofanov I. Redko 33 7 0 23 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 42 2 0 23 Oct 2023
CrisisMatch: Semi-Supervised Few-Shot Learning for Fine-Grained Disaster Tweet Classification Henry Peng Zou Yue Zhou Cornelia Caragea Doina Caragea 22 2 0 23 Oct 2023
JointMatch: A Unified Approach for Diverse and Collaborative Pseudo-Labeling to Semi-Supervised Text Classification Henry Peng Zou Cornelia Caragea 23 14 0 23 Oct 2023
DeCrisisMB: Debiased Semi-Supervised Learning for Crisis Tweet Classification via Memory Bank Henry Peng Zou Yue Zhou Weizhi Zhang Cornelia Caragea 22 9 0 23 Oct 2023
Semi-supervised multimodal coreference resolution in image narrations A. Goel Basura Fernando Frank Keller Hakan Bilen 38 3 0 20 Oct 2023
Exploiting Low-confidence Pseudo-labels for Source-free Object Detection Zhihong Chen Zilei Wang Y. Zhang 17 11 0 19 Oct 2023
TK-KNN: A Balanced Distance-Based Pseudo Labeling Approach for Semi-Supervised Intent Classification Nicholas Botzer David Vasquez Tim Weninger I. Laradji 23 0 0 17 Oct 2023
LICO: Explainable Models with Language-Image Consistency Yiming Lei Zilong Li Yangyang Li Junping Zhang Hongming Shan VLM FAtt 17 7 0 15 Oct 2023
EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenes Ziyang Song Ruijie Zhu Chuxin Wang Jiacheng Deng Jianfeng He Tianzhu Zhang MDE 32 0 0 12 Oct 2023
CAST: Cluster-Aware Self-Training for Tabular Data Minwook Kim Juseong Kim Kibeom Kim Giltae Song 33 0 0 10 Oct 2023
Cross-head mutual Mean-Teaching for semi-supervised medical image segmentation Wei Li Ruifeng Bian Wenyi Zhao Weijing Xu Huihua Yang 16 0 0 08 Oct 2023
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends Xinrui Wang Wenhai Wan Chuanxing Geng Shaoyuan Li Songcan Chen 21 8 0 06 Oct 2023
Cold-start Bundle Recommendation via Popularity-based Coalescence and Curriculum Heating Hyunsik Jeon Jong-eun Lee Jeongin Yun U. Kang 19 7 0 05 Oct 2023
Continual Test-time Domain Adaptation via Dynamic Sample Selection Yanshuo Wang Jie Hong A. Cheraghian Shafin Rahman David Ahmedt-Aristizabal Lars Petersson Mehrtash Harandi TTA 17 15 0 05 Oct 2023
SemiReward: A General Reward Model for Semi-supervised Learning Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 35 9 0 04 Oct 2023
Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation Zhuoran Yu Manchen Wang Yanbei Chen Paolo Favaro Davide Modolo 3DH 24 1 0 29 Sep 2023
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasks Hao Chen Jindong Wang Ankit Shah Ran Tao Hongxin Wei Berfin cSimcsek Masashi Sugiyama Bhiksha Raj 29 26 0 29 Sep 2023
Confidence-based Visual Dispersal for Few-shot Unsupervised Domain Adaptation Yizhe Xiong Hui Chen Zijia Lin Sicheng Zhao Guiguang Ding 40 8 0 27 Sep 2023
Contrastive Pseudo Learning for Open-World DeepFake Attribution Zhimin Sun Shen Chen Taiping Yao Bangjie Yin Ran Yi Shouhong Ding Lizhuang Ma CVBM 10 21 0 20 Sep 2023
KD-FixMatch: Knowledge Distillation Siamese Neural Networks Chi Wang Shaoyuan Xu Jinmiao Fu Yang Liu Bryan Wang 16 0 0 11 Sep 2023
DAD++: Improved Data-free Test Time Adversarial Defense Gaurav Kumar Nayak Inder Khatri Shubham Randive Ruchit Rawal Anirban Chakraborty AAML 21 1 0 10 Sep 2023
Progressive Feature Adjustment for Semi-supervised Learning from Pretrained Models Hai-Ming Xu Lingqiao Liu Hao Chen Ehsan Abbasnejad Rafael Felix 23 0 0 09 Sep 2023
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning Guan Gui Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi AAML 35 7 0 07 Sep 2023
Fast FixMatch: Faster Semi-Supervised Learning with Curriculum Batch Size John Chen Chen Dun Anastasios Kyrillidis 13 2 0 07 Sep 2023
MLN-net: A multi-source medical image segmentation method for clustered microcalcifications using multiple layer normalization Ke Wang Zanting Ye Xiang Xie Haidong Cui Tao Chen Banteng Liu 19 9 0 06 Sep 2023
Semi-Supervised Learning in the Few-Shot Zero-Shot Scenario Noam Fluss Guy Hacohen D. Weinshall 26 1 0 27 Aug 2023
Pruning the Unlabeled Data to Improve Semi-Supervised Learning Guy Hacohen D. Weinshall SSL 21 1 0 27 Aug 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 29 10 0 26 Aug 2023
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization Zekun Li Lei Qi Yinghuan Shi Yang Gao 21 29 0 25 Aug 2023
PromptMRG: Diagnosis-Driven Prompts for Medical Report Generation Haibo Jin Haoxuan Che Yi-Mou Lin Haoxing Chen MedIm 30 56 0 24 Aug 2023
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation Chen Liang Wenguan Wang Jiaxu Miao Yi Yang NAI 30 29 0 24 Aug 2023
LORD: Leveraging Open-Set Recognition with Unknown Data Tobias Koch Christian Riess Thomas Köhler 23 2 0 24 Aug 2023
Pseudo Flow Consistency for Self-Supervised 6D Object Pose Estimation Yang Hai Rui Song Jiaojiao Li David Ferstl Yinlin Hu MDE 3DPC 15 9 0 19 Aug 2023
The Unreasonable Effectiveness of Large Language-Vision Models for Source-free Video Domain Adaptation Giacomo Zara Alessandro Conti Subhankar Roy Stéphane Lathuilière Paolo Rota Elisa Ricci 27 11 0 17 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 14 12 0 17 Aug 2023
Towards Semi-supervised Learning with Non-random Missing Labels Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 24 9 0 17 Aug 2023
How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning Sandra Gilhuber Rasmus Hvingelby Mang Ling Ada Fok Thomas Seidl 31 1 0 16 Aug 2023
Semi-Supervised Learning with Multiple Imputations on Non-Random Missing Labels Jason L. Lu Michael Ma Huaze Xu Zixi Xu 34 0 0 15 Aug 2023
Boosting Semi-Supervised Learning by bridging high and low-confidence predictions Khanh-Binh Nguyen Joon-Sung Yang 24 7 0 15 Aug 2023
Semi-Supervised Dual-Stream Self-Attentive Adversarial Graph Contrastive Learning for Cross-Subject EEG-based Emotion Recognition Weishan Ye Zhiguo Zhang Min Zhang Fei Teng Li Zhang Linling Li G. Huang Jianhong Wang Dong Ni Zhen Liang 26 6 0 13 Aug 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 19 15 0 13 Aug 2023
SimMatchV2: Semi-Supervised Learning with Graph Consistency Mingkai Zheng Shan You Lang Huang Chen Luo Fei Wang Chao Qian Chang Xu SSL 29 7 0 13 Aug 2023
Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation Dongyoon Yang Insung Kong Yongdai Kim 36 4 0 08 Aug 2023
Improving Performance of Semi-Supervised Learning by Adversarial Attacks Dongyoon Yang Kunwoong Kim Yongdai Kim AAML 10 0 0 08 Aug 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
Consistency Regularization for Generalizable Source-free Domain Adaptation Longxiang Tang Kai Li Chunming He Yulun Zhang Xiu Li TTA 35 15 0 03 Aug 2023
Reverse Stable Diffusion: What prompt was used to generate this image? Florinel-Alin Croitoru Vlad Hondru Radu Tudor Ionescu M. Shah VLM DiffM 34 6 0 02 Aug 2023
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification Zhongzheng Huang Jiawei Wu Tao Wang Zuoyong Li Anastasia Ioannou OOD 42 5 0 29 Jul 2023
Efficient Semi-Supervised Federated Learning for Heterogeneous Participants Zhipeng Sun Yang Xu Hong-Ze Xu Liusheng Huang C. Qiao FedML 22 0 0 29 Jul 2023