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FixMatch: Simplifying Semi-Supervised Learning with Consistency and
  Confidence
v1v2 (latest)

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Neural Information Processing Systems (NeurIPS), 2020
21 January 2020
Kihyuk Sohn
David Berthelot
Chun-Liang Li
Zizhao Zhang
Nicholas Carlini
E. D. Cubuk
Alexey Kurakin
Han Zhang
Colin Raffel
    AAML
ArXiv (abs)PDFHTMLGithub (1157★)

Papers citing "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"

50 / 1,875 papers shown
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
On the Bayes Inconsistency of Disagreement Discrepancy Surrogates
Neil G. Marchant
Andrew C. Cullen
Feng Liu
S. Erfani
UQCV
269
0
0
05 Dec 2025
Informative missingness and its implications in semi-supervised learning
Informative missingness and its implications in semi-supervised learning
Jinran Wu
You-Gan Wang
Geoffrey J. McLachlan
168
4
0
04 Dec 2025
Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation
Basis-Oriented Low-rank Transfer for Few-Shot and Test-Time Adaptation
Junghwan Park
Woojin Cho
J. Heo
Darongsae Kwon
Kookjin Lee
99
0
0
02 Dec 2025
Closed-Loop Transformers: Autoregressive Modeling as Iterative Latent Equilibrium
Closed-Loop Transformers: Autoregressive Modeling as Iterative Latent Equilibrium
Akbar Anbar Jafari
G. Anbarjafari
80
2
0
26 Nov 2025
Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation
Vision-Language Enhanced Foundation Model for Semi-supervised Medical Image Segmentation
Jiaqi Guo
Mingzhen Li
Hanyu Su
Santiago López
Lexiaozi Fan
Daniel Kim
Aggelos K. Katsaggelos
VLM
273
0
0
24 Nov 2025
Sampling Control for Imbalanced Calibration in Semi-Supervised Learning
Sampling Control for Imbalanced Calibration in Semi-Supervised Learning
Senmao Tian
Xiang Wei
Shunli Zhang
144
0
0
24 Nov 2025
StereoDETR: Stereo-based Transformer for 3D Object Detection
StereoDETR: Stereo-based Transformer for 3D Object Detection
Shiyi Mu
Zichong Gu
Zhiqi Ai
Anqi Liu
Yilin Gao
Shugong Xu
ViT3DPC
185
0
0
24 Nov 2025
Lightweight Transformer Framework for Weakly Supervised Semantic Segmentation
Lightweight Transformer Framework for Weakly Supervised Semantic Segmentation
Ali Torabi
Sanjog Gaihre
Yaqoob Majeed
141
0
0
24 Nov 2025
DE-KAN: A Kolmogorov Arnold Network with Dual Encoder for accurate 2D Teeth Segmentation
DE-KAN: A Kolmogorov Arnold Network with Dual Encoder for accurate 2D Teeth Segmentation
Md Mizanur Rahman Mustakim
Jianwu Li
Sumya Bhuiyan
Mohammad Mehedi Hasan
Bing Han
MedIm
391
0
0
23 Nov 2025
Hierarchical Semi-Supervised Active Learning for Remote Sensing
Hierarchical Semi-Supervised Active Learning for Remote Sensing
Wei Huang
Zhitong Xiong
Chenying Liu
Xiao Xiang Zhu
154
0
0
22 Nov 2025
Weakly Supervised Segmentation and Classification of Alpha-Synuclein Aggregates in Brightfield Midbrain Images
Weakly Supervised Segmentation and Classification of Alpha-Synuclein Aggregates in Brightfield Midbrain Images
Erwan Dereure
Robin Louiset
Laura Parkkinen
David A Menassa
David Holcman
120
0
0
20 Nov 2025
ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
Yaxiong Chen
Q. Wang
Chunlei Li
Jingliang Hu
Yilei Shi
Shengwu Xiong
Xiao Xiang Zhu
Lichao Mou
VLM
145
0
0
19 Nov 2025
TSE-Net: Semi-supervised Monocular Height Estimation from Single Remote Sensing Images
TSE-Net: Semi-supervised Monocular Height Estimation from Single Remote Sensing Images
Sining Chen
Xiao Xiang Zhu
134
1
0
17 Nov 2025
ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification
ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification
Luyao Niu
Nuoxian Huang
71
0
0
17 Nov 2025
Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting
Learning from the Undesirable: Robust Adaptation of Language Models without Forgetting
Yunhun Nam
Jaehyung Kim
Jongheon Jeong
145
0
0
17 Nov 2025
Uncover and Unlearn Nuisances: Agnostic Fully Test-Time Adaptation
Uncover and Unlearn Nuisances: Agnostic Fully Test-Time AdaptationMachine-mediated learning (ML), 2025
Ponhvoan Srey
Yaxin Shi
Hangwei Qian
Jing Li
Ivor Tsang
TTA
217
0
0
16 Nov 2025
CITADEL: A Semi-Supervised Active Learning Framework for Malware Detection Under Continuous Distribution Drift
CITADEL: A Semi-Supervised Active Learning Framework for Malware Detection Under Continuous Distribution Drift
Md. Mahim Anjum Haque
Md Mahmuduzzaman Kamol
Ismail Hossain
Suresh Kumar Amalapuram
Vladik Kreinovich
AAML
239
1
0
15 Nov 2025
CATCHFed: Efficient Unlabeled Data Utilization for Semi-Supervised Federated Learning in Limited Labels Environments
CATCHFed: Efficient Unlabeled Data Utilization for Semi-Supervised Federated Learning in Limited Labels Environments
Byoungjun Park
Pedro Porto Buarque de Gusmão
Dongjin Ji
Minhoe Kim
226
0
0
14 Nov 2025
Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification
Perceive, Act and Correct: Confidence Is Not Enough for Hyperspectral Classification
Muzhou Yang
Wuzhou Quan
Mingqiang Wei
162
0
0
13 Nov 2025
Decoupled Entropy Minimization
Decoupled Entropy Minimization
Jing Ma
Hanlin Li
Xiang Xiang
123
0
0
05 Nov 2025
Self-Harmony: Learning to Harmonize Self-Supervision and Self-Play in Test-Time Reinforcement Learning
Self-Harmony: Learning to Harmonize Self-Supervision and Self-Play in Test-Time Reinforcement Learning
Ru Wang
Wei Huang
Qi Cao
Yusuke Iwasawa
Yutaka Matsuo
Jiaxian Guo
158
1
0
03 Nov 2025
Mitigating Negative Transfer via Reducing Environmental Disagreement
Mitigating Negative Transfer via Reducing Environmental Disagreement
Hui Sun
Zheng Xie
Hao He
Ming Li
128
0
0
28 Oct 2025
Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation
Adaptive Knowledge Transferring with Switching Dual-Student Framework for Semi-Supervised Medical Image Segmentation
Thanh-Huy Nguyen
Hoang-Thien Nguyen. Thanh-Huy Nguyen
Ba Thinh Lam
Vi Vu
Bach X. Nguyen
Jianhua Xing
Tianyang Wang
Xingjian Li
Min Xu
105
1
0
28 Oct 2025
Semi-Supervised Learning under General Causal Models
Semi-Supervised Learning under General Causal ModelsIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024
Archer Moore
Heejung Shim
Jingge Zhu
Mingming Gong
CML
179
3
0
26 Oct 2025
SemiETPicker: Fast and Label-Efficient Particle Picking for CryoET Tomography Using Semi-Supervised Learning
SemiETPicker: Fast and Label-Efficient Particle Picking for CryoET Tomography Using Semi-Supervised Learning
Linhan Wang
Jianwen Dou
Wang Li
Shengkun Wang
Zhiwu Xie
Chang-Tien Lu
Yinlin Chen
3DPC
247
0
0
25 Oct 2025
Bi-CoG: Bi-Consistency-Guided Self-Training for Vision-Language Models
Bi-CoG: Bi-Consistency-Guided Self-Training for Vision-Language Models
Rui Zhu
Song-Lin Lv
Zi-kang Wang
Lan-Zhe Guo
VLM
160
0
0
23 Oct 2025
Learning from Interval Targets
Learning from Interval Targets
Rattana Pukdee
Ziqi Ke
Chirag Gupta
OOD
209
0
0
23 Oct 2025
ToMMeR -- Efficient Entity Mention Detection from Large Language Models
ToMMeR -- Efficient Entity Mention Detection from Large Language Models
Victor Morand
Nadi Tomeh
Josiane Mothe
Benjamin Piwowarski
MoEVLM
212
0
0
22 Oct 2025
Learning To Defer To A Population With Limited Demonstrations
Learning To Defer To A Population With Limited Demonstrations
Nilesh Ramgolam
Gustavo Carneiro
Hsiang-Ting Chen
164
0
0
22 Oct 2025
Automated urban waterlogging assessment and early warning through a mixture of foundation models
Automated urban waterlogging assessment and early warning through a mixture of foundation models
Chenxu Zhang
Fuxiang Huang
Lei Zhang
166
0
0
21 Oct 2025
Context-Aware Pseudo-Label Scoring for Zero-Shot Video Summarization
Context-Aware Pseudo-Label Scoring for Zero-Shot Video Summarization
Y. Wu
Long Zhang
Yue Du
Bin Li
207
0
0
20 Oct 2025
BARL: Bilateral Alignment in Representation and Label Spaces for Semi-Supervised Volumetric Medical Image Segmentation
BARL: Bilateral Alignment in Representation and Label Spaces for Semi-Supervised Volumetric Medical Image Segmentation
Shujian Gao
Y Samuel Wang
Zekuan Yu
146
0
0
19 Oct 2025
Confidence-Weighted Semi-Supervised Learning for Skin Lesion Segmentation Using Hybrid CNN-Transformer Networks
Confidence-Weighted Semi-Supervised Learning for Skin Lesion Segmentation Using Hybrid CNN-Transformer Networks
Saqib Qamar
MedIm
94
0
0
17 Oct 2025
Free-Grained Hierarchical Recognition
Free-Grained Hierarchical Recognition
Seulki Park
Zilin Wang
Stella X. Yu
VLM
150
1
0
16 Oct 2025
Global-focal Adaptation with Information Separation for Noise-robust Transfer Fault Diagnosis
Global-focal Adaptation with Information Separation for Noise-robust Transfer Fault Diagnosis
Junyu Ren
Wensheng Gan
Guangyu Zhang
Wei Zhong
Philip S. Yu
124
0
0
16 Oct 2025
OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild
OmniGaze: Reward-inspired Generalizable Gaze Estimation In The Wild
Hongyu Qu
Jianan Wei
Xiangbo Shu
Yazhou Yao
Wenguan Wang
Jinhui Tang
235
2
0
15 Oct 2025
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
Human Uncertainty-Aware Data Selection and Automatic Labeling in Visual Question Answering
Jian Lan
Zhicheng Liu
Udo Schlegel
Raoyuan Zhao
Yihong Liu
Hinrich Schütze
Michael A. Hedderich
Thomas Seidl
VLM
186
1
0
13 Oct 2025
Fairness Without Labels: Pseudo-Balancing for Bias Mitigation in Face Gender Classification
Fairness Without Labels: Pseudo-Balancing for Bias Mitigation in Face Gender Classification
Haohua Dong
Ana Manzano Rodríguez
Camille Guinaudeau
Shiníchi Satoh
86
1
0
11 Oct 2025
Instance-Aware Robust Consistency Regularization for Semi-Supervised Nuclei Instance Segmentation
Instance-Aware Robust Consistency Regularization for Semi-Supervised Nuclei Instance Segmentation
Zenan Lin
W. Li
Jintao Chen
Zihao Wu
Wenxiong Kang
Changxin Gao
Liansheng Wang
Jin-Gang Yu
ISeg
228
0
0
10 Oct 2025
Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models
Test-Time Matching: Unlocking Compositional Reasoning in Multimodal Models
Yinglun Zhu
Jiancheng Zhang
Fuzhi Tang
VLMLRM
102
0
0
09 Oct 2025
Bridged Clustering: Semi-Supervised Sparse Bridging
Bridged Clustering: Semi-Supervised Sparse Bridging
Patrick Peixuan Ye
Chen Shani
Ellen Vitercik
208
0
0
08 Oct 2025
Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning
Yaxin Hou
Bo Han
Yuheng Jia
Hui Liu
Junhui Hou
420
0
0
05 Oct 2025
Learning Robust Diffusion Models from Imprecise Supervision
Learning Robust Diffusion Models from Imprecise Supervision
Dong-Dong Wu
Jiacheng Cui
Wei Wang
Zhiqiang She
Masashi Sugiyama
DiffM
375
0
0
03 Oct 2025
FRIEREN: Federated Learning with Vision-Language Regularization for Segmentation
FRIEREN: Federated Learning with Vision-Language Regularization for Segmentation
Ding-Ruei Shen
FedMLVLM
168
0
0
02 Oct 2025
MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation
MATCH: Multi-faceted Adaptive Topo-Consistency for Semi-Supervised Histopathology Segmentation
Meilong Xu
Xiaoling Hu
Shahira Abousamra
Chen Li
Chao Chen
168
2
0
02 Oct 2025
Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts
Generalized Fine-Grained Category Discovery with Multi-Granularity Conceptual Experts
Haiyang Zheng
Nan Pu
Wenjing Li
Andrii Zadaianchuk
Zhun Zhong
109
1
0
30 Sep 2025
AttriGen: Automated Multi-Attribute Annotation for Blood Cell Datasets
AttriGen: Automated Multi-Attribute Annotation for Blood Cell Datasets
Walid Houmaidi
Youssef Sabiri
Fatima Zahra Iguenfer
Amine Abouaomar
94
1
0
30 Sep 2025
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
BRIDGE -- Building Reinforcement-Learning Depth-to-Image Data Generation Engine for Monocular Depth Estimation
Dingning Liu
Haoyu Guo
Jingyi Zhou
Tong He
OffRLMDE
350
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Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection
Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection
Taehun Kong
Tae-Kyun Kim
118
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0
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SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks
SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks
Jini Yang
Beomseok Oh
Seungryong Kim
S. Kim
130
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