Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning

Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning

13 August 2023

Lei Qi

Yu Qiao

Hengshuang Zhao

Papers citing "Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning"

10 / 10 papers shown

Title
Browsing without Third-Party Cookies: What Do You See? Maxwell Lin Shihan Lin Helen Wu Karen Wang Xiaowei Yang BDL 104 10 0 14 Oct 2024
SimMatch: Semi-supervised Learning with Similarity Matching Mingkai Zheng Shan You Lang Huang Fei Wang Chao Qian Chang Xu 59 175 0 14 Mar 2022
CoMatch: Semi-supervised Learning with Contrastive Graph Regularization Junnan Li Caiming Xiong Guosheng Lin SSL 58 257 0 23 Nov 2020
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 323 662 0 23 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 405 3,397 0 09 Mar 2020
Self-training with Noisy Student improves ImageNet classification Qizhe Xie Minh-Thang Luong Eduard H. Hovy Quoc V. Le NoLa 173 2,375 0 11 Nov 2019
Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning Eric Arazo Diego Ortego Paul Albert Noel E. O'Connor Kevin McGuinness 66 826 0 08 Aug 2019
Unsupervised Data Augmentation for Consistency Training Qizhe Xie Zihang Dai Eduard H. Hovy Minh-Thang Luong Quoc V. Le 88 2,306 0 29 Apr 2019
Temporal Ensembling for Semi-Supervised Learning S. Laine Timo Aila UQCV 147 2,543 0 07 Oct 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 484 11,540 0 06 Apr 2016