FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

21 January 2020

Chun-Liang Li

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

50 / 546 papers shown

Title
Semi-Supervised Teacher-Reference-Student Architecture for Action Quality Assessment Wu Yun Mengshi Qi Fei Peng Huadong Ma 46 1 0 29 Jul 2024
Deep Companion Learning: Enhancing Generalization Through Historical Consistency Ruizhao Zhu Venkatesh Saligrama FedML 29 0 0 26 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
A Multi-Stage Framework for 3D Individual Tooth Segmentation in Dental CBCT Chunshi Wang Bin Zhao Shuxue Ding 3DV 43 0 0 15 Jul 2024
Deep Online Probability Aggregation Clustering Yuxuan Yan Na Lu Ruofan Yan 34 1 0 07 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
Semi-supervised Concept Bottleneck Models Lijie Hu Tianhao Huang Huanyi Xie Chenyang Ren Zhengyu Hu Lu Yu Lu Yu Ping Ma Di Wang 57 4 0 27 Jun 2024
The Balanced-Pairwise-Affinities Feature Transform Daniel Shalam Simon Korman 48 0 0 25 Jun 2024
WARP: On the Benefits of Weight Averaged Rewarded Policies Alexandre Ramé Johan Ferret Nino Vieillard Robert Dadashi Léonard Hussenot Pierre-Louis Cedoz Pier Giuseppe Sessa Sertan Girgin Arthur Douillard Olivier Bachem 56 14 0 24 Jun 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 38 2 0 22 Jun 2024
DLP: towards active defense against backdoor attacks with decoupled learning process Zonghao Ying Bin Wu AAML 46 6 0 18 Jun 2024
Retraining with Predicted Hard Labels Provably Increases Model Accuracy Rudrajit Das Inderjit S Dhillon Alessandro Epasto Adel Javanmard Jieming Mao Vahab Mirrokni Sujay Sanghavi Peilin Zhong 50 1 0 17 Jun 2024
Blurry-Consistency Segmentation Framework with Selective Stacking on Differential Interference Contrast 3D Breast Cancer Spheroid Thanh-Huy Nguyen Thi Kim Ngan Ngo Mai-Anh Vu Ting-Yuan Tu 38 8 0 08 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 30 4 0 31 May 2024
EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision Yiting Dong Xiang-Yu He Guobin Shen Dongcheng Zhao Yang Li Yi Zeng 40 0 0 29 May 2024
A Label Propagation Strategy for CutMix in Multi-Label Remote Sensing Image Classification Tom Burgert Tim Siebert Kai Norman Clasen Begüm Demir Begüm Demir 49 1 0 22 May 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 36 0 0 02 May 2024
CrossMatch: Enhance Semi-Supervised Medical Image Segmentation with Perturbation Strategies and Knowledge Distillation Bin Zhao Chunshi Wang Shuxue Ding 43 2 0 01 May 2024
Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection Farzad Nozarian Shashank Agarwal Farzaneh Rezaeianaran Danish Shahzad Atanas Poibrenski Christian Müller P. Slusallek NoLa 44 3 0 27 Apr 2024
PV-S3: Advancing Automatic Photovoltaic Defect Detection using Semi-Supervised Semantic Segmentation of Electroluminescence Images Abhishek Jha Y. S. Rawat Shruti Vyas 48 1 0 21 Apr 2024
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation Qinghe Ma Jian Zhang Lei Qi Qian Yu Yinghuan Shi Yang Gao 48 7 0 13 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 42 1 0 04 Apr 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 55 0 0 03 Apr 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed M. Pedersoli Jose Dolz 48 2 0 22 Mar 2024
Audio-Visual Segmentation via Unlabeled Frame Exploitation Jinxiang Liu Yikun Liu Fei Zhang Chen Ju Ya-Qin Zhang Yanfeng Wang 39 10 0 17 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 40 15 0 05 Mar 2024
PRCL: Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation Haoyu Xie Changqi Wang Jian-jun Zhao Yang Liu Jun Dan Chong Fu Baigui Sun SSL 39 8 0 28 Feb 2024
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment Hongtao Huang Xiaojun Chang Wen Hu Lina Yao 30 0 0 21 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 46 0 0 18 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 32 6 0 08 Feb 2024
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously Yihan Wang Yifan Zhu Xiao-Shan Gao AAML 23 6 0 06 Feb 2024
Source-Free Unsupervised Domain Adaptation with Hypothesis Consolidation of Prediction Rationale Yangyang Shu Xiaofeng Cao Qi Chen Bowen Zhang Ziqin Zhou Anton Van Den Hengel Lingqiao Liu 23 0 0 02 Feb 2024
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization Yuhang Zang Hanlin Goh Josh Susskind Chen Huang VLM 34 12 0 29 Jan 2024
Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection Yongwei Nie Hao Huang Chengjiang Long Qing Zhang Pradipta Maji Hongmin Cai 34 1 0 24 Jan 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 38 0 0 24 Jan 2024
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift Renchunzi Xie Ambroise Odonnat Vasilii Feofanov I. Redko Jianfeng Zhang Bo An UQCV 77 1 0 17 Jan 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 27 0 0 28 Dec 2023
Twice Class Bias Correction for Imbalanced Semi-Supervised Learning Lan Li Bowen Tao Lu Han De-Chuan Zhan Han-jia Ye SSL 34 4 0 27 Dec 2023
Dynamic Sub-graph Distillation for Robust Semi-supervised Continual Learning Yan Fan Yu Wang Pengfei Zhu Qinghua Hu CLL 63 4 0 27 Dec 2023
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 32 4 0 19 Dec 2023
Semi-supervised Active Learning for Video Action Detection Aayush Singh A. J. Rana Akash Kumar Shruti Vyas Y. S. Rawat 30 7 0 12 Dec 2023
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 40 10 0 12 Dec 2023
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 21 5 0 06 Dec 2023
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Arun V. Reddy William Paul Corban Rivera Ketul Shah Celso M. de Melo Rama Chellappa 37 4 0 05 Dec 2023
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 16 10 0 30 Nov 2023
Can semi-supervised learning use all the data effectively? A lower bound perspective Alexandru cTifrea Gizem Yüce Amartya Sanyal Fanny Yang 36 3 0 30 Nov 2023
LEOD: Label-Efficient Object Detection for Event Cameras Ziyi Wu Mathias Gehrig Qing Lyu Xudong Liu Igor Gilitschenski 27 13 0 29 Nov 2023
No Representation Rules Them All in Category Discovery S. Vaze Andrea Vedaldi Andrew Zisserman OOD 37 31 0 28 Nov 2023
Density-Guided Dense Pseudo Label Selection For Semi-supervised Oriented Object Detection Tong Zhao Qiang Fang Shuohao Shi Xin Xu 33 2 0 21 Nov 2023