Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1908.02983
Cited By
v1
v2
v3
v4
v5 (latest)
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning
IEEE International Joint Conference on Neural Network (IJCNN), 2019
8 August 2019
Eric Arazo
Diego Ortego
Paul Albert
Noel E. O'Connor
Kevin McGuinness
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning"
50 / 481 papers shown
Directed evolution algorithm drives neural prediction
Yanlin Wang
Nancy M Young
Patrick C M Wong
175
0
0
01 Dec 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
309
0
0
24 Nov 2025
ST-ProC: A Graph-Prototypical Framework for Robust Semi-Supervised Travel Mode Identification
Luyao Niu
Nuoxian Huang
91
0
0
17 Nov 2025
Joint Analysis of Acoustic Scenes and Sound Events Based on Semi-Supervised Training of Sound Events With Partial Labels
Keisuke Imoto
105
0
0
29 Oct 2025
Semi-Supervised Preference Optimization with Limited Feedback
Seonggyun Lee
Sungjun Lim
Seojin Park
Soeun Cheon
Kyungwoo Song
207
2
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
205
3
0
26 Oct 2025
Prediction-Powered Semi-Supervised Learning with Online Power Tuning
Noa Shoham
Ron Dorfman
Shalev Shaer
Kfir Y. Levy
Yaniv Romano
232
1
0
26 Oct 2025
BARL: Bilateral Alignment in Representation and Label Spaces for Semi-Supervised Volumetric Medical Image Segmentation
Shujian Gao
Y Samuel Wang
Zekuan Yu
185
0
0
19 Oct 2025
SAM2-3dMed: Empowering SAM2 for 3D Medical Image Segmentation
Yeqing Yang
Le Xu
Lixia Tian
MedIm
115
1
0
10 Oct 2025
TRiCo: Triadic Game-Theoretic Co-Training for Robust Semi-Supervised Learning
Hongyang He
Xinyuan Song
Yangfan He
Z. Zhang
Yanshu Li
Haochen You
Lifan Sun
Wenqiao Zhang
234
1
0
25 Sep 2025
Data-Efficient Stream-Based Active Distillation for Scalable Edge Model Deployment
Dani Manjah
Tim Bary
Benoît Gérin
Benoît Macq
Christophe De Vleeschouwer
158
0
0
24 Sep 2025
Online Adaptation via Dual-Stage Alignment and Self-Supervision for Fast-Calibration Brain-Computer Interfaces
Sheng-Bin Duan
Jian-Long Hao
Tian-Yu Xiang
Xiao-Hu Zhou
Mei-Jiang Gui
Xiao-Liang Xie
Shi-Qi Liu
Zeng-Guang Hou
143
0
0
23 Sep 2025
When Confidence Fails: Revisiting Pseudo-Label Selection in Semi-supervised Semantic Segmentation
Pan Liu
Jinshi Liu
182
1
0
20 Sep 2025
Advancing Real-World Parking Slot Detection with Large-Scale Dataset and Semi-Supervised Baseline
Zhihao Zhang
Chunyu Lin
Lang Nie
Jiyuan Wang
Yao Zhao
144
0
0
16 Sep 2025
Harnessing Group-Oriented Consistency Constraints for Semi-Supervised Semantic Segmentation in CdZnTe Semiconductors
Peihao Li
Yan Fang
Man Liu
H. Bai
Anhong Wang
Yunchao Wei
Y. Zhao
190
0
0
18 Aug 2025
Semi-Supervised Learning with Online Knowledge Distillation for Skin Lesion Classification
Siyamalan Manivannan
134
0
0
15 Aug 2025
Differentiated Information Mining: A Semi-supervised Learning Framework for GNNs
L. xilinx Wang
Kai Liu
173
0
0
12 Aug 2025
Diverse Teaching and Label Propagation for Generic Semi-Supervised Medical Image Segmentation
Wei Li
Pengcheng Zhou
Linye Ma
Wenyi Zhao
Huihua Yang
Yuchen Guo
176
0
0
12 Aug 2025
Collaborative Learning of Scattering and Deep Features for SAR Target Recognition with Noisy Labels
Yimin Fu
Zhunga Liu
Dongxiu Guo
Longfei Wang
206
0
0
11 Aug 2025
ESNERA: Empirical and semantic named entity alignment for named entity dataset merging
Xiaobo Zhang
Congqing He
Ying He
Jian Peng
Dajie Fu
Tien-Ping Tan
113
0
0
09 Aug 2025
SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation
Zhiqing Xiao
Haobo Wang
Xu Lu
Wentao Ye
Gang Chen
Junbo Zhao
257
2
0
07 Aug 2025
Towards Reliable AI in 6G: Detecting Concept Drift in Wireless Network
Athanasios Tziouvaras
Carolina Fortuna
George Floros
Kostas Kolomvatsos
Panagiotis Sarigiannidis
Marko Grobelnik
Blaž Bertalanič
150
0
0
31 Jul 2025
Multi-Prompt Progressive Alignment for Multi-Source Unsupervised Domain Adaptation
Haoran Chen
Zexiao Wang
Haidong Cao
Zuxuan Wu
Yu-Gang Jiang
VLM
206
0
0
31 Jul 2025
Dual Cross-image Semantic Consistency with Self-aware Pseudo Labeling for Semi-supervised Medical Image Segmentation
IEEE Transactions on Medical Imaging (IEEE TMI), 2025
Han Wu
Chong Wang
Zhiming Cui
258
6
0
29 Jul 2025
Continual Learning-Based Unified Model for Unpaired Image Restoration Tasks
Kotha Kartheek
Lingamaneni Gnanesh Chowdary
Snehasis Mukherjee
CLL
187
0
0
25 Jul 2025
Benchmarking of Deep Learning Methods for Generic MRI Multi-Organ Abdominal Segmentation
Deepa Krishnaswamy
Cosmin Ciausu
S. Pieper
Ron Kikinis
Benjamin Billot
Andrey Fedorov
OOD
241
0
0
23 Jul 2025
ADAPT: A Pseudo-labeling Approach to Combat Concept Drift in Malware Detection
Md Tanvirul Alam
Aritran Piplai
Nidhi Rastogi
293
2
0
11 Jul 2025
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model
Wooseok Shin
Jisu Kang
Hyeonki Jeong
Jin Sob Kim
S. W. Han
VLM
197
0
0
04 Jul 2025
SP
2
^2
2
OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering
Chuyu Zhang
Hui Ren
Xuming He
OT
390
2
0
01 Jul 2025
Urban Incident Prediction with Graph Neural Networks: Integrating Government Ratings and Crowdsourced Reports
S. Balachandar
Shuvom Sadhuka
Emma Pierson
Emma Pierson
Nikhil Garg
AI4TS
313
1
0
10 Jun 2025
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
Iustin Sîrbu
Robert-Adrian Popovici
Cornelia Caragea
Stefan Trausan-Matu
Traian Rebedea
332
2
0
09 Jun 2025
Adapting Under Fire: Multi-Agent Reinforcement Learning for Adversarial Drift in Network Security
International Conference on Security and Cryptography (SECRYPT), 2025
Emilia Rivas
Sabrina Saika
Ahtesham Bakht
Aritran Piplai
Nathaniel D. Bastian
Ankit Shah
AAML
142
1
0
06 Jun 2025
Better Semi-supervised Learning for Multi-domain ASR Through Incremental Retraining and Data Filtering
Andres Carofilis
Pradeep Rangappa
S. Madikeri
Shashi Kumar
Sergio Burdisso
...
Bidisha Sharma
Kadri Hacioğlu
Shankar Venkatesan
Saurabh Vyas
Andreas Stolcke
345
2
0
05 Jun 2025
PseudoVC: Improving One-shot Voice Conversion with Pseudo Paired Data
Songjun Cao
Qinghua Wu
Jie Chen
Jin Li
Long Ma
212
0
0
01 Jun 2025
SST: Self-training with Self-adaptive Thresholding for Semi-supervised Learning
Information Processing & Management (IPM), 2025
Shuai Zhao
Heyan Huang
Xinge Li
Xiaokang Chen
Rui Wang
253
3
0
31 May 2025
Diversify and Conquer: Open-set Disagreement for Robust Semi-supervised Learning with Outliers
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Heejo Kong
Sung-Jin Kim
Gunho Jung
Seong-Whan Lee
285
3
0
30 May 2025
Never Skip a Batch: Continuous Training of Temporal GNNs via Adaptive Pseudo-Supervision
Alexander Panyshev
Dmitry Vinichenko
Oleg Travkin
Roman Alferov
Alexey Zaytsev
289
0
0
18 May 2025
Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning
Chen Shu
Boyu Fu
Yiman Li
Ting Yin
Wenchuan Zhang
Jie Chen
Yuhao Yi
Hong Bu
550
0
0
17 May 2025
Generalization Bounds and Stopping Rules for Learning with Self-Selected Data
Julian Rodemann
James Bailie
SSL
414
3
0
12 May 2025
TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification
Computer Vision and Pattern Recognition (CVPR), 2025
Dongyoon Yang
Jihu Lee
Yongdai Kim
345
1
0
10 May 2025
MERA: Multimodal and Multiscale Self-Explanatory Model with Considerably Reduced Annotation for Lung Nodule Diagnosis
Jiahao Lu
Chong Yin
Silvia Ingala
S. Darkner
M. Nielsen
Kenny Erleben
346
0
0
27 Apr 2025
Co-Training with Active Contrastive Learning and Meta-Pseudo-Labeling on 2D Projections for Deep Semi-Supervised Learning
David Aparco-Cardenas
Jancarlo F. Gomes
Alexandre X. Falcão
Pedro J. de Rezende
294
1
0
25 Apr 2025
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation
Mingya Zhang
Liang Wang
Limei Gu
Tingsheng Ling
Xianping Tao
251
0
0
20 Apr 2025
FATE: A Prompt-Tuning-Based Semi-Supervised Learning Framework for Extremely Limited Labeled Data
Hezhao Liu
Yang Lu
Mengke Li
Yiqun Zhang
Shreyank N Gowda
Chen Gong
Hanzi Wang
295
0
0
14 Apr 2025
ProtoGCD: Unified and Unbiased Prototype Learning for Generalized Category Discovery
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
Shijie Ma
Fei Zhu
Xu-Yao Zhang
Cheng-Lin Liu
317
23
0
02 Apr 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification
Computer Vision and Pattern Recognition (CVPR), 2025
Siyi Du
Xinzhe Luo
D. O’Regan
Chen Qin
469
6
0
08 Mar 2025
Prediction of Frozen Region Growth in Kidney Cryoablation Intervention Using a 3D Flow-Matching Model
Siyeop Yoon
Y. Oh
Matthew Tivnan
Qing Xiao
Pengfei Jin
Sekeun KimHyun Jin Cho
Hyun Jin Cho
Dufan Wu
Raul Uppot
Quanzheng Li
381
4
0
06 Mar 2025
Applications of Entropy in Data Analysis and Machine Learning: A Review
Salomé A. Sepúveda Fontaine
José M. Amigó
275
22
0
04 Mar 2025
CRUPL: A Semi-Supervised Cyber Attack Detection with Consistency Regularization and Uncertainty-aware Pseudo-Labeling in Smart Grid
Smruti P. Dash
Kedar V. Khandeparkar
Nipun Agrawal
AAML
195
1
0
01 Mar 2025
FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus
Youbing Hu
Yun Cheng
Zimu Zhou
Anqi Lu
Zhiqiang Cao
Zhijun Li
TTA
282
2
0
28 Feb 2025
1
2
3
4
...
8
9
10
Next
Page 1 of 10
