Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2001.07685
Cited By
v1
v2 (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
Re-assign community
ArXiv (abs)
PDF
HTML
Github (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
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
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
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
Akbar Anbar Jafari
G. Anbarjafari
80
2
0
26 Nov 2025
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
Senmao Tian
Xiang Wei
Shunli Zhang
144
0
0
24 Nov 2025
StereoDETR: Stereo-based Transformer for 3D Object Detection
Shiyi Mu
Zichong Gu
Zhiqi Ai
Anqi Liu
Yilin Gao
Shugong Xu
ViT
3DPC
185
0
0
24 Nov 2025
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
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
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
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
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
Sining Chen
Xiao Xiang Zhu
134
1
0
17 Nov 2025
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
Yunhun Nam
Jaehyung Kim
Jongheon Jeong
145
0
0
17 Nov 2025
Uncover and Unlearn Nuisances: Agnostic Fully Test-Time Adaptation
Machine-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
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
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
Muzhou Yang
Wuzhou Quan
Mingqiang Wei
162
0
0
13 Nov 2025
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
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
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
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
IEEE 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
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
Rui Zhu
Song-Lin Lv
Zi-kang Wang
Lan-Zhe Guo
VLM
160
0
0
23 Oct 2025
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
Victor Morand
Nadi Tomeh
Josiane Mothe
Benjamin Piwowarski
MoE
VLM
212
0
0
22 Oct 2025
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
Chenxu Zhang
Fuxiang Huang
Lei Zhang
166
0
0
21 Oct 2025
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
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
Saqib Qamar
MedIm
94
0
0
17 Oct 2025
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
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
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
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
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
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
Yinglun Zhu
Jiancheng Zhang
Fuzhi Tang
VLM
LRM
102
0
0
09 Oct 2025
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
Yaxin Hou
Bo Han
Yuheng Jia
Hui Liu
Junhui Hou
420
0
0
05 Oct 2025
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
Ding-Ruei Shen
FedML
VLM
168
0
0
02 Oct 2025
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
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
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
Dingning Liu
Haoyu Guo
Jingyi Zhou
Tong He
OffRL
MDE
350
0
0
29 Sep 2025
Learning Adaptive Pseudo-Label Selection for Semi-Supervised 3D Object Detection
Taehun Kong
Tae-Kyun Kim
118
0
0
28 Sep 2025
SpikeMatch: Semi-Supervised Learning with Temporal Dynamics of Spiking Neural Networks
Jini Yang
Beomseok Oh
Seungryong Kim
S. Kim
130
0
0
26 Sep 2025
1
2
3
4
...
36
37
38
Next
Page 1 of 38
Page
of 38
Go