Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning

IEEE International Conference on Computer Vision (ICCV), 2019

3 September 2019

Papers citing "Dual Student: Breaking the Limits of the Teacher in Semi-supervised Learning"

50 / 110 papers shown

Title
RobIA: Robust Instance-aware Continual Test-time Adaptation for Deep Stereo Jueun Ko Hyewon Park Hyesong Choi Dongbo Min TTA 3DV 332 0 0 13 Nov 2025
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 141 3 0 26 Oct 2025
Deep semi-supervised approach based on consistency regularization and similarity learning for weeds classification Farouq Benchallal A. Hafiane Nicolas Ragot R. Canals 124 0 0 12 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 324 0 0 05 Oct 2025
Frequency Prior Guided Matching: A Data Augmentation Approach for Generalizable Semi-Supervised Polyp Segmentation Haoran Xi Chen Liu Xiaolin Li 88 0 0 30 Jul 2025
Simple-RF: Regularizing Sparse Input Radiance Fields with Simpler Solutions Nagabhushan Somraj S. H. Mupparaju Adithyan Karanayil R. Soundararajan 354 4 0 01 Jul 2025
Decoupled Competitive Framework for Semi-supervised Medical Image SegmentationEuropean Conference on Artificial Intelligence (ECAI), 2025 Jiahe Chen Jiahe Ying Shen Wang Jianwei Zheng 117 0 0 30 May 2025
Knowledge Consultation for Semi-Supervised Semantic Segmentation Thuan Than Nhat-Anh Nguyen-Dang Dung Nguyen Salwa K. Al Khatib Ahmed Elhagry Hai T. Phan Yihui He Zhiqiang Shen Marios Savvides Dang T. Huynh VLM 348 1 0 12 Mar 2025
A Unified Framework for Semi-Supervised Image Segmentation and RegistrationIEEE International Symposium on Biomedical Imaging (ISBI), 2025 Ruizhe Li Grazziela Figueredo Dorothee Auer Rob Dineen Paul Morgan Xin Chen 175 0 0 05 Feb 2025
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self TranscendenceNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Qianren Mao Weifeng Jiang Qingbin Liu Chenghua Lin Qian Li Xianqing Wen Jianxin Li Jinhu Lu 269 0 0 01 Dec 2024
Enhancing Neural Network Interpretability with Feature-Aligned Sparse Autoencoders Luke Marks Alasdair Paren David M. Krueger Fazl Barez AAML 146 16 0 02 Nov 2024
Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuning Junjie Xing Yeye He Mengyu Zhou Haoyu Dong Shi Han Dongmei Zhang S. Chaudhuri LMTD 172 5 0 16 Oct 2024
Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation Zhan Fa Shumeng Li Jian Zhang Lei Qi Qian Yu Yinghuan Shi 140 0 0 15 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category DiscoveryNeural Information Processing Systems (NeurIPS), 2024 Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 246 4 0 29 Sep 2024
Exploiting Minority Pseudo-Labels for Semi-Supervised Semantic Segmentation in Autonomous Driving Yuting Hong Hui Xiao Huazheng Hao Xiaojie Qiu Baochen Yao Chengbin Peng 175 0 0 19 Sep 2024
EUR-USD Exchange Rate Forecasting Based on Information Fusion with Large Language Models and Deep Learning Methods Hongcheng Ding Xuanze Zhao Zixiao Jiang Shamsul Nahar Abdullah Deshinta Arrova Dewi 193 3 0 23 Aug 2024
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning Jiaqi Wu Junbiao Pang Qingming Huang 233 0 0 08 Aug 2024
Adaptive Mix for Semi-Supervised Medical Image Segmentation Zhiqiang Shen Peng Cao Junming Su Jinzhu Yang Osmar R. Zaiane 333 0 0 31 Jul 2024
SemiAdv: Query-Efficient Black-Box Adversarial Attack with Unlabeled Images Mingyuan Fan Yang Liu Cen Chen Ximeng Liu AAML 96 0 0 13 Jul 2024
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Juzheng Miao Cheng Chen Keli Zhang Jie Chuai Quanzheng Li Pheng-Ann Heng 207 24 0 07 Jul 2024
Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following Qiaomu Miao Alexandros Graikos Jingwei Zhang Sounak Mondal Minh Hoai Dimitris Samaras 295 1 0 04 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 204 10 0 31 May 2024
Collaboration of Teachers for Semi-supervised Object Detection Liyu Chen Huaao Tang Yi Wen Hanting Chen Wei Li Junchao Liu Jie Hu 244 1 0 22 May 2024
Robust Semi-supervised Learning via $f$ -Divergence and $α$ -Rényi Divergence Gholamali Aminian Amirhossien Bagheri Mahyar JafariNodeh Radmehr Karimian Mohammad Hossein Yassaee 153 2 0 01 May 2024
A Channel-ensemble Approach: Unbiased and Low-variance Pseudo-labels is Critical for Semi-supervised Classification Jiaqi Wu Junbiao Pang Baochang Zhang Qingming Huang 169 2 0 27 Mar 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Haruya Ishikawa Takumi Iida Yoshinori Konishi Yoshimitsu Aoki 168 4 0 19 Mar 2024
Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling Hui Lin Zhiheng Ma Rongrong Ji Yao Wang Zhou Su Xiaopeng Hong Deyu Meng 117 4 0 23 Feb 2024
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 382 0 0 18 Feb 2024
Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation LearningIEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2024 Danwei Cai Zexin Cai Ze Li Ming Li 232 2 0 03 Jan 2024
MSE-Nets: Multi-annotated Semi-supervised Ensemble Networks for Improving Segmentation of Medical Image with Ambiguous Boundaries Shuai Wang Tengjin Weng Jingyi Wang Yang Shen Zhidong Zhao Yixiu Liu Pengfei Jiao Zhiming Cheng Yaqi Wang 148 1 0 17 Nov 2023
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and Regression Jiaqi Wu Junbiao Pang Qingming Huang 88 1 0 03 Nov 2023
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation Jiaqi Wu Junbiao Pang Qingming Huang 84 0 0 03 Nov 2023
Switching Temporary Teachers for Semi-Supervised Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2023 Jaemin Na Jung-Woo Ha HyungJin Chang Dongyoon Han Wonjun Hwang 253 49 0 28 Oct 2023
Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose EstimationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Zhuoran Yu Manchen Wang Yanbei Chen Paolo Favaro Davide Modolo 3DH 139 1 0 29 Sep 2023
Towards Self-Adaptive Pseudo-Label Filtering for Semi-Supervised Learning Lei Zhu Zhanghan Ke Rynson W. H. Lau 162 2 0 18 Sep 2023
SimpleNeRF: Regularizing Sparse Input Neural Radiance Fields with Simpler SolutionsACM SIGGRAPH Conference and Exhibition on Computer Graphics and Interactive Techniques in Asia (SIGGRAPH Asia), 2023 Nagabhushan Somraj Adithyan Karanayil R. Soundararajan 155 51 0 07 Sep 2023
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 229 17 0 26 Aug 2023
Diverse Cotraining Makes Strong Semi-Supervised SegmentorIEEE International Conference on Computer Vision (ICCV), 2023 Yijiang Li Xinjiang Wang Lihe Yang Xue Jiang Wayne Zhang Ying Gao 170 35 0 18 Aug 2023
NP-SemiSeg: When Neural Processes meet Semi-Supervised Semantic SegmentationInternational Conference on Machine Learning (ICML), 2023 Jianfeng Wang Daniela Massiceti Xiaolin Hu Vladimir Pavlovic Thomas Lukasiewicz UQCV 163 9 0 05 Aug 2023
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classificationBiomedical Signal Processing and Control (BSPC), 2023 Md Junaid Mahmood Pranaw Raj Divyansh Agarwal S. Kumari Pravendra Singh 245 12 0 10 Jul 2023
Combating Confirmation Bias: A Unified Pseudo-Labeling Framework for Entity AlignmentData mining and knowledge discovery (DMKD), 2023 Qijie Ding Jie Yin Daokun Zhang Junbin Gao 555 6 0 05 Jul 2023
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2023 Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 363 52 0 07 Jun 2023
Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image SegmentationIEEE Transactions on Medical Imaging (TMI), 2023 Huimin Wu Xuelong Li Yiqun Lin Kwang-Ting Cheng 190 34 0 15 Apr 2023
CiPR: An Efficient Framework with Cross-instance Positive Relations for Generalized Category Discovery Shaozhe Hao Kai Han Kwan-Yee K. Wong 222 29 0 14 Apr 2023
ScarceNet: Animal Pose Estimation with Scarce AnnotationsComputer Vision and Pattern Recognition (CVPR), 2023 Chen Li G. Lee 184 24 0 27 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Xinyue Huo Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 198 14 0 16 Mar 2023
Self-training through Classifier Disagreement for Cross-Domain Opinion Target ExtractionThe Web Conference (WWW), 2023 Kai Sun Richong Zhang Samuel Mensah Nikolaos Aletras Yongyi Mao Xudong Liu 140 2 0 28 Feb 2023
Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotationPhysics in Medicine and Biology (PMB), 2023 Shiman Li Haoran Wang Yucong Meng Chenxi Zhang Zhijian Song 238 11 0 07 Feb 2023
SemPPL: Predicting pseudo-labels for better contrastive representationsInternational Conference on Learning Representations (ICLR), 2023 Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 282 10 0 12 Jan 2023
Semi-Supervised Learning with Pseudo-Negative Labels for Image ClassificationKnowledge-Based Systems (KBS), 2022 Hao Xu Hui Xiao Huazheng Hao Li Dong Xiaojie Qiu Chengbin Peng VLM SSL 115 26 0 10 Jan 2023