Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results

6 March 2017

Papers citing "Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results"

50 / 237 papers shown

Title
Histopathology DatasetGAN: Synthesizing Large-Resolution Histopathology Datasets S. Rizvi P. Cicalese S. Seshan S. Sciascia J. U.Becker H. V. Nguyen MedIm 13 2 0 06 Jul 2022
Towards Realistic Semi-Supervised Learning Mamshad Nayeem Rizve Navid Kardan M. Shah 47 44 0 05 Jul 2022
ACT-Net: Asymmetric Co-Teacher Network for Semi-supervised Memory-efficient Medical Image Segmentation Ziyuan Zhao An Zhu Zeng Zeng B. Veeravalli Cuntai Guan 19 9 0 05 Jul 2022
Representation Learning with Information Theory for COVID-19 Detection Abel Díaz Berenguer Tanmoy Mukherjee M. Bossa Nikos Deligiannis Hichem Sahli OOD 25 3 0 04 Jul 2022
Turning to a Teacher for Timestamp Supervised Temporal Action Segmentation Yang Zhao Yan Song 17 3 0 02 Jul 2022
Improving Localization for Semi-Supervised Object Detection L. Rossi Akbar Karimi Andrea Prati 28 1 0 21 Jun 2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training Bowen Zhang Songjun Cao Xiaoming Zhang Yike Zhang Long Ma T. Shinozaki SSL 15 4 0 16 Jun 2022
A Survey of Automated Data Augmentation Algorithms for Deep Learning-based Image Classification Tasks Z. Yang Richard Sinnott James Bailey Qiuhong Ke 16 39 0 14 Jun 2022
Label Noise-Resistant Mean Teaching for Weakly Supervised Fake News Detection Jingyi Xie Jiawei Liu Zhengjun Zha 27 4 0 10 Jun 2022
TriBYOL: Triplet BYOL for Self-Supervised Representation Learning Guang Li Ren Togo Takahiro Ogawa Miki Haseyama SSL 11 17 0 07 Jun 2022
SemiCurv: Semi-Supervised Curvilinear Structure Segmentation Xun Xu M. Nguyen Yasin Yazici Kangkang Lu Hlaing Min Chuan-Sheng Foo 32 13 0 18 May 2022
Object-Aware Self-supervised Multi-Label Learning Kaixin Xu Liu Liyang Ziyuan Zhao Zeng Zeng B. Veeravalli 22 3 0 14 May 2022
Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation Chae-Eun Lee H. Park Y. Shin Minyoung Chung 32 8 0 14 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 30 1 0 11 May 2022
Multimodal Semi-Supervised Learning for Text Recognition Aviad Aberdam Roy Ganz Shai Mazor Ron Litman VLM 22 19 0 08 May 2022
Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides A. Quiros N. Coudray A. Yeaton Xinyu Yang Bojing Liu ... H. Pass A. Moreira J. L. Quesne A. Tsirigos Ke-Fei Yuan SSL 13 5 0 04 May 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Philip H. S. Torr René Ranftl Stephan R. Richter 13 6 0 18 Apr 2022
Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation Yulei Lu Yawei Luo Li Zhang Zheyang Li Yi Yang Jun Xiao OOD 12 29 0 16 Apr 2022
Self-Labeling Refinement for Robust Representation Learning with Bootstrap Your Own Latent Siddhant Garg Dhruval Jain SSL 31 0 0 09 Apr 2022
S4OD: Semi-Supervised learning for Single-Stage Object Detection Yueming Zhang Xingxu Yao Chao-Jung Liu F. Chen Xiaolin Song Tengfei Xing Runbo Hu Hua Chai Pengfei Xu Guoshan Zhang ObjD 34 7 0 09 Apr 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 13 29 0 06 Apr 2022
Semi-supervised Semantic Segmentation with Error Localization Network Donghyeon Kwon Suha Kwak 31 91 0 05 Apr 2022
On the Importance of Asymmetry for Siamese Representation Learning Xiao Wang Haoqi Fan Yuandong Tian Daisuke Kihara Xinlei Chen SSL 22 51 0 01 Apr 2022
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data Corentin Sautier Gilles Puy Spyros Gidaris Alexandre Boulch Andrei Bursuc Renaud Marlet 3DPC 15 117 0 30 Mar 2022
Self-Distillation from the Last Mini-Batch for Consistency Regularization Yiqing Shen Liwu Xu Yuzhe Yang Yaqian Li Yandong Guo 15 60 0 30 Mar 2022
SIOD: Single Instance Annotated Per Category Per Image for Object Detection Hanjun Li Xingjia Pan Ke Yan Fan Tang Weihao Zheng 25 18 0 29 Mar 2022
UNICON: Combating Label Noise Through Uniform Selection and Contrastive Learning Nazmul Karim Mamshad Nayeem Rizve Nazanin Rahnavard Ajmal Saeed Mian M. Shah NoLa 30 97 0 28 Mar 2022
Automated Progressive Learning for Efficient Training of Vision Transformers Changlin Li Bohan Zhuang Guangrun Wang Xiaodan Liang Xiaojun Chang Yi Yang 20 46 0 28 Mar 2022
MT-UDA: Towards Unsupervised Cross-modality Medical Image Segmentation with Limited Source Labels Ziyuan Zhao Kaixin Xu Shumeng Li Zeng Zeng Cuntai Guan OOD 17 44 0 23 Mar 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 19 42 0 18 Mar 2022
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 30 171 0 14 Mar 2022
Automatic Fine-grained Glomerular Lesion Recognition in Kidney Pathology Yang Nan Fengyi Li Pen Tang Guyue Zhang C. Zeng Guotong Xie Zhihong Liu Guang Yang 12 11 0 11 Mar 2022
Back to Reality: Weakly-supervised 3D Object Detection with Shape-guided Label Enhancement Xiuwei Xu Yifan Wang Yu Zheng Yongming Rao Jie Zhou Jiwen Lu 3DPC 23 23 0 10 Mar 2022
Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels Yuchao Wang Haochen Wang Yujun Shen Jingjing Fei Wei Li Guoqiang Jin Liwei Wu Rui Zhao Xinyi Le UQCV 15 331 0 08 Mar 2022
Important Object Identification with Semi-Supervised Learning for Autonomous Driving Jiachen Li Haiming Gang Hengbo Ma M. Tomizuka Chiho Choi 21 12 0 05 Mar 2022
F2DNet: Fast Focal Detection Network for Pedestrian Detection Abdul Hannan Khan Mohsin Munir L. V. Elst Andreas Dengel ObjD 19 24 0 04 Mar 2022
Scribble-Supervised Medical Image Segmentation via Dual-Branch Network and Dynamically Mixed Pseudo Labels Supervision Xiangde Luo Minhao Hu Wenjun Liao Shuwei Zhai Tao Song Guotai Wang Shaoting Zhang 36 97 0 04 Mar 2022
TeachAugment: Data Augmentation Optimization Using Teacher Knowledge Teppei Suzuki ViT 13 48 0 25 Feb 2022
Augmentation based unsupervised domain adaptation Mauricio Orbes-Arteaga Thomas Varsavsky Lauge Sørensen Mads Nielsen A. Pai Sebastien Ourselin Marc Modat Jorge Cardoso OOD 19 3 0 23 Feb 2022
Discriminability-enforcing loss to improve representation learning Florinel-Alin Croitoru Diana-Nicoleta Grigore Radu Tudor Ionescu FaML 14 1 0 14 Feb 2022
MixCycle: Unsupervised Speech Separation via Cyclic Mixture Permutation Invariant Training Ertuğ Karamatlı S. Kırbız SSL 28 9 0 08 Feb 2022
Self Semi Supervised Neural Architecture Search for Semantic Segmentation Loïc Pauletto Massih-Reza Amini Nicolas Winckler SSL SSeg 21 1 0 29 Jan 2022
CrossRectify: Leveraging Disagreement for Semi-supervised Object Detection Cheng Ma Xingjia Pan QiXiang Ye Fan Tang Weiming Dong Changsheng Xu 37 14 0 26 Jan 2022
Virtual Adversarial Training for Semi-supervised Breast Mass Classification Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu 20 5 0 25 Jan 2022
SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training Wenyong Huang Zhenhe Zhang Y. Yeung Xin Jiang Qun Liu 25 23 0 25 Jan 2022
Generalized Category Discovery S. Vaze Kai Han Andrea Vedaldi Andrew Zisserman 19 188 0 07 Jan 2022
Learning with Label Noise for Image Retrieval by Selecting Interactions Sarah Ibrahimi Arnaud Sors Rafael Sampaio de Rezende S. Clinchant NoLa VLM 11 16 0 20 Dec 2021
Static-Dynamic Co-Teaching for Class-Incremental 3D Object Detection Na Zhao G. Lee CLL 27 16 0 14 Dec 2021
Seeing Objects in dark with Continual Contrastive Learning U. Dutta ObjD 25 3 0 06 Dec 2021
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning Qibin Chen Jeremy Lacomis Edward J. Schwartz Graham Neubig Bogdan Vasilescu Claire Le Goues VLM 16 33 0 05 Dec 2021