ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring

21 November 2019

Papers citing "ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring"

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Title
$Semi-supervised object detection based on single-stage detector for thighbone fracture localization$ Semi-supervised object detection based on single-stage detector for thighbone fracture localization Jinman Wei Jinkun Yao Guoshan Zhang Bin Guan Yueming Zhang Shaoquan Wang 19 10 0 20 Oct 2022
Dual-Curriculum Teacher for Domain-Inconsistent Object Detection in Autonomous Driving L. Yu Yifan Zhang Lanqing Hong Fei Chen Zhenguo Li 48 3 0 17 Oct 2022
Continual Learning with Evolving Class Ontologies Zhiqiu Lin Deepak Pathak Yu-xiong Wang Deva Ramanan Shu Kong CLL 44 9 0 10 Oct 2022
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xueye Zheng Yuan Luo Hao Wang Chong Fu Lin Wang ViT 46 19 0 06 Sep 2022
Semi-supervised Semantic Segmentation with Mutual Knowledge Distillation Jianlong Yuan Jinchao Ge Zhibin Wang Yifan Liu 33 17 0 24 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 50 115 0 24 Aug 2022
Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation Jie Qin Jie Wu Ming Li Xu Xiao Min Zheng Xingang Wang 38 6 0 22 Aug 2022
PLMCL: Partial-Label Momentum Curriculum Learning for Multi-Label Image Classification R. Abdelfattah Xin Zhang Zhenyao Wu Xinyi Wu Xiang Wang Song Wang VLM 44 6 0 22 Aug 2022
Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation Yunzhong Hou Stephen Gould Liang Zheng 37 0 0 17 Aug 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Jindong Wang Xingxu Xie Yue Zhang 32 113 0 12 Aug 2022
Pseudo-Labeling Based Practical Semi-Supervised Meta-Training for Few-Shot Learning Xingping Dong Tianran Ouyang Shengcai Liao Bo Du Ling Shao 47 3 0 14 Jul 2022
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection Hongyu Zhou Zheng Ge Songtao Liu Weixin Mao Zeming Li Haiyan Yu Jian‐Yuan Sun 31 87 0 06 Jul 2022
$S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation$ S $^{5}$ Mars: Semi-Supervised Learning for Mars Semantic Segmentation Jiahang Zhang Lilang Lin Zejia Fan Wenjing Wang Jiaying Liu 51 7 0 04 Jul 2022
LaserMix for Semi-Supervised LiDAR Semantic Segmentation Lingdong Kong Jiawei Ren Liang Pan Ziwei Liu 35 79 0 30 Jun 2022
On Non-Random Missing Labels in Semi-Supervised Learning Xinting Hu Yulei Niu Chunyan Miao Xiansheng Hua Hanwang Zhang 39 18 0 29 Jun 2022
ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation Yuhe Ding Lijun Sheng Jian Liang A. Zheng Ran He 52 47 0 29 May 2022
KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning Shyamgopal Karthik Massimiliano Mancini Zeynep Akata CoGe 32 41 0 13 May 2022
Multi-Class 3D Object Detection with Single-Class Supervision Mao Ye Chenxi Liu Maoqing Yao Weiyue Wang Zhaoqi Leng C. Qi Drago Anguelov 3DPC 43 1 0 11 May 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness Shujian Zhang Chengyue Gong Xingchao Liu Pengcheng He Weizhu Chen Mingyuan Zhou 27 26 0 10 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 45 399 0 03 May 2022
Reconstruction-Aware Prior Distillation for Semi-supervised Point Cloud Completion Zhaoxin Fan Yulin He Zhicheng Wang Kejian Wu Hongyan Liu Jun He 37 7 0 20 Apr 2022
FisherMatch: Semi-Supervised Rotation Regression via Entropy-based Filtering Yingda Yin Yingcheng Cai He Wang Baoquan Chen 31 16 0 29 Mar 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation? Zhenyu Wang Yali Li Shengjin Wang ISeg 24 29 0 25 Mar 2022
Harnessing Hard Mixed Samples with Decoupled Regularizer Zicheng Liu Siyuan Li Ge Wang Cheng Tan Lirong Wu Stan Z. Li 61 18 0 21 Mar 2022
Learning Consistency from High-quality Pseudo-labels for Weakly Supervised Object Localization Kangbo Sun Jie Zhu WSOL 22 0 0 18 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 59 172 0 14 Mar 2022
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems Shu Hu Chunfang Liu Jayanta K. Dutta Ming-Ching Chang Siwei Lyu Naveen Ramakrishnan 23 15 0 11 Mar 2022
Interpolation-based Contrastive Learning for Few-Label Semi-Supervised Learning Xihong Yang Xiaochang Hu Sihang Zhou Xinwang Liu En Zhu SSL 213 43 0 24 Feb 2022
Debiased Self-Training for Semi-Supervised Learning Baixu Chen Junguang Jiang Ximei Wang Pengfei Wan Jianmin Wang Mingsheng Long 32 86 0 15 Feb 2022
Self Semi Supervised Neural Architecture Search for Semantic Segmentation Loïc Pauletto Massih-Reza Amini Nicolas Winckler SSL SSeg 40 1 0 29 Jan 2022
Local contrastive loss with pseudo-label based self-training for semi-supervised medical image segmentation K. Chaitanya Ertunc Erdil Neerav Karani E. Konukoglu SSL 22 121 0 17 Dec 2021
Taming Overconfident Prediction on Unlabeled Data from Hindsight Jing Li Yuangang Pan Ivor W. Tsang 23 1 0 15 Dec 2021
Semi-Supervised Learning with Taxonomic Labels Jong-Chyi Su Subhransu Maji 41 10 0 23 Nov 2021
Semi-Supervised Vision Transformers Zejia Weng Xitong Yang Ang Li Zuxuan Wu Yu-Gang Jiang ViT 22 40 0 22 Nov 2021
Probabilistic Contrastive Learning for Domain Adaptation Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 43 14 0 11 Nov 2021
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples Yi Xu Jiandong Ding Lu Zhang Shuigeng Zhou 41 32 0 26 Oct 2021
Fuzzy Overclustering: Semi-Supervised Classification of Fuzzy Labels with Overclustering and Inverse Cross-Entropy Lars Schmarje Johannes Brunger M. Santarossa Simon-Martin Schroder R. Kiko Reinhard Koch 47 17 0 13 Oct 2021
X-model: Improving Data Efficiency in Deep Learning with A Minimax Model Ximei Wang Xinyang Chen Jianmin Wang Mingsheng Long 32 1 0 09 Oct 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 28 11 0 26 Aug 2021
Robust Semantic Segmentation with Superpixel-Mix Gianni Franchi Nacim Belkhir Mai Lan Ha Yufei Hu Andrei Bursuc V. Blanz Angela Yao UQCV 40 22 0 02 Aug 2021
Improve Unsupervised Pretraining for Few-label Transfer Suichan Li Dongdong Chen Yinpeng Chen Lu Yuan Lei Zhang Qi Chu B. Liu Nenghai Yu SSL 18 20 0 26 Jul 2021
Clustering by Maximizing Mutual Information Across Views Kien Do T. Tran Svetha Venkatesh VLM SSL 16 37 0 24 Jul 2021
Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation Ruifei He Jihan Yang Xiaojuan Qi 15 115 0 23 Jul 2021
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training Fangyuan Zhang Tianxiang Pan Bin Wang 39 54 0 11 Jul 2021
Semi-Supervised Learning with Multi-Head Co-Training Mingcai Chen Yuntao Du Yi Zhang Shuwei Qian Chong-Jun Wang 29 28 0 10 Jul 2021
Recent Deep Semi-supervised Learning Approaches and Related Works Gyeongho Kim SSL 15 10 0 22 Jun 2021
Humble Teachers Teach Better Students for Semi-Supervised Object Detection Yihe Tang Weifeng Chen Yijun Luo Yuting Zhang 36 177 0 19 Jun 2021
SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies Linxi Fan Guanzhi Wang De-An Huang Zhiding Yu Li Fei-Fei Yuke Zhu Anima Anandkumar OffRL 33 64 0 17 Jun 2021
End-to-End Semi-Supervised Object Detection with Soft Teacher Mengde Xu Zheng-Wei Zhang Han Hu Jianfeng Wang Lijuan Wang Fangyun Wei X. Bai Zicheng Liu 28 489 0 16 Jun 2021
Survey: Image Mixing and Deleting for Data Augmentation Humza Naveed Saeed Anwar Munawar Hayat Kashif Javed Ajmal Mian 45 78 0 13 Jun 2021