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
Provable Weak-to-Strong Generalization via Benign Overfitting David X. Wu A. Sahai 68 6 0 06 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 36 2 0 29 Sep 2024
BiPC: Bidirectional Probability Calibration for Unsupervised Domain Adaption Wenlve Zhou Zhiheng Zhou Junyuan Shang Chang Niu Mingyue Zhang Xiyuan Tao Tianlei Wang 30 0 0 29 Sep 2024
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective Yu Wang Yuxuan Yin Peng Li 28 0 0 26 Sep 2024
SCOMatch: Alleviating Overtrusting in Open-set Semi-supervised Learning Zerun Wang Liuyu Xiang Lang Huang Jiafeng Mao Ling Xiao Toshihiko Yamasaki 27 1 0 26 Sep 2024
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training Kun Song Zhiquan Tan Bochao Zou Jiansheng Chen Huimin Ma Weiran Huang 37 0 0 25 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 29 0 0 21 Sep 2024
MalMixer: Few-Shot Malware Classification with Retrieval-Augmented Semi-Supervised Learning Eric Li Yifan Zhang Yu Huang Kevin Leach 34 0 0 20 Sep 2024
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection Qian Shao Jiangrui Kang Qiyuan Chen Zepeng Li Hongxia Xu Yiwen Cao Jiajuan Liang Jian Wu 28 0 0 18 Sep 2024
A Unified Contrastive Loss for Self-Training Aurélien Gauffre Julien Horvat Massih-Reza Amini SSL 31 0 0 11 Sep 2024
Multimodal Emotion Recognition with Vision-language Prompting and Modality Dropout Anbin QI Zhongliang Liu Xinyong Zhou Jinba Xiao Fengrun Zhang Qi Gan Ming Tao Gaozheng Zhang Lu Zhang VLM 28 1 0 11 Sep 2024
PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised Learning Bowen Tian Songning Lai Lujundong Li Zhihao Shuai Runwei Guan Tian Wu Yutao Yue VLM 27 0 0 05 Sep 2024
Domain-Guided Weight Modulation for Semi-Supervised Domain Generalization Chamuditha Jayanaga Galappaththige Zachary Izzo Xilin He Honglu Zhou Muhammad Haris Khan 27 3 0 04 Sep 2024
Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning (Full Version) Jonathan Knauer Phillip Rieger Hossein Fereidooni A. Sadeghi AAML 32 0 0 02 Sep 2024
FinePseudo: Improving Pseudo-Labelling through Temporal-Alignablity for Semi-Supervised Fine-Grained Action Recognition Ishan Rajendrakumar Dave Mamshad Nayeem Rizve Mubarak Shah AI4TS 25 2 0 02 Sep 2024
MV-Match: Multi-View Matching for Domain-Adaptive Identification of Plant Nutrient Deficiencies Jinhui Yi Yanan Luo Marion Deichmann Gabriel Schaaf Juergen Gall 31 0 0 02 Sep 2024
Towards Modality-agnostic Label-efficient Segmentation with Entropy-Regularized Distribution Alignment Liyao Tang Zhe Chen Shanshan Zhao Chaoyue Wang Dacheng Tao 32 0 0 29 Aug 2024
CL4KGE: A Curriculum Learning Method for Knowledge Graph Embedding Yang Liu Chuan Zhou Peng Zhang Yanan Cao Yongchao Liu Zhao Li Hongyang Chen 41 2 0 27 Aug 2024
A Review of Pseudo-Labeling for Computer Vision Patrick Kage Jay C. Rothenberger Pavlos Andreadis Dimitrios I. Diochnos VLM 34 3 0 13 Aug 2024
A Psychology-based Unified Dynamic Framework for Curriculum Learning Guangyu Meng Qingkai Zeng John P. Lalor Hong-ye Yu 29 0 0 09 Aug 2024
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 27 0 0 08 Aug 2024
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning Jiaqi Wu Junbiao Pang Qingming Huang 29 0 0 08 Aug 2024
Augmenting Channel Simulator and Semi- Supervised Learning for Efficient Indoor Positioning Yupeng Li Xinyu Ning Shijian Gao Yitong Liu Zhi Sun Qixing Wang Jiangzhou Wang 11 0 0 01 Aug 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 51 0 0 31 Jul 2024
Contextuality Helps Representation Learning for Generalized Category Discovery Tingzhang Luo Mingxuan Du Jiatao Shi Xinxiang Chen Bingchen Zhao Shaoguang Huang 42 4 0 29 Jul 2024
Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment Wu Yun Mengshi Qi Fei Peng Huadong Ma 46 1 0 29 Jul 2024
Large-scale cervical precancerous screening via AI-assisted cytology whole slide image analysis Honglin Li Yusuan Sun Chenglu Zhu Yunlong Zhang Shichuan Zhang ... Pingyi Chen Jingxiong Li Sunyi Zheng Can Cui Lin Yang 40 3 0 28 Jul 2024
Dual-Decoupling Learning and Metric-Adaptive Thresholding for Semi-Supervised Multi-Label Learning Jia-Hao Xiao Ming-Kun Xie Heng-Bo Fan Gang Niu Masashi Sugiyama Sheng-Jun Huang 33 0 0 26 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 47 1 0 22 Jul 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 30 0 0 19 Jul 2024
DisenSemi: Semi-supervised Graph Classification via Disentangled Representation Learning Yifan Wang Xiao Luo Chong Chen Xian-Sheng Hua Ming Zhang Wei Ju 29 24 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 42 1 0 16 Jul 2024
Learning Unlabeled Clients Divergence via Anchor Model Aggregation for Federated Semi-supervised Learning Marawan Elbatel Hualiang Wang Jixiang Chen Hao Wang Xiaomeng Li FedML 60 0 0 14 Jul 2024
Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action Localization Qianhan Feng Wenshuo Li Tong Lin Xinghao Chen 22 1 0 12 Jul 2024
Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene Ruiyang Zhang Hu Zhang Hang Yu Zhedong Zheng 3DPC 44 1 0 11 Jul 2024
PSPU: Enhanced Positive and Unlabeled Learning by Leveraging Pseudo Supervision Chengjie Wang Chengming Xu Zhenye Gan Jianlong Hu Wenbing Zhu Lizhuag Ma 38 1 0 09 Jul 2024
An accurate detection is not all you need to combat label noise in web-noisy datasets Paul Albert Jack Valmadre Eric Arazo Tarun Krishna Noel E. O'Connor Kevin McGuinness AAML 43 0 0 08 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 40 0 0 07 Jul 2024
Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification Xuerong Zhang Li Huang Jing Lv Ming Yang 39 1 0 04 Jul 2024
CLIP the Divergence: Language-guided Unsupervised Domain Adaptation Jinjing Zhu Yucheng Chen Lin Wang VLM 48 3 0 01 Jul 2024
DCoM: Active Learning for All Learners Inbal Mishal D. Weinshall VLM 32 0 0 01 Jul 2024
Multi-level Reliable Guidance for Unpaired Multi-view Clustering Like Xin Wanqi Yang Lei Wang Ming Yang 42 0 0 01 Jul 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 53 2 0 01 Jul 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 28 0 0 28 Jun 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 38 2 0 22 Jun 2024
Co-training for Low Resource Scientific Natural Language Inference Mobashir Sadat Cornelia Caragea 35 0 0 20 Jun 2024
Computation-Efficient Semi-Supervised Learning for ECG-based Cardiovascular Diseases Detection Rushuang Zhou Zijun Liu Lei A. Clifton David A. Clifton Kannie W. Y. Chan Yuan-Ting Zhang Yining Dong 31 0 0 20 Jun 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 49 0 0 20 Jun 2024
You can't handle the (dirty) truth: Data-centric insights improve pseudo-labeling Nabeel Seedat Nicolas Huynh F. Imrie Mihaela van der Schaar 40 0 0 19 Jun 2024
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 40 1 0 19 Jun 2024