MaxMatch: Semi-Supervised Learning with Worst-Case Consistency

MaxMatch: Semi-Supervised Learning with Worst-Case Consistency

26 September 2022

Yangbangyan Jiang Xiaodan Li

Papers citing "MaxMatch: Semi-Supervised Learning with Worst-Case Consistency"

11 / 11 papers shown

Title
Uncertainty-aware Long-tailed Weights Model the Utility of Pseudo-labels for Semi-supervised Learning Jiaqi Wu Junbiao Pang Qingming Huang 60 0 0 13 Mar 2025
CW-BASS: Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation Ebenezer Tarubinga Jenifer Kalafatovich Espinoza Seong-Whan Lee 62 0 0 21 Feb 2025
Decorrelating Structure via Adapters Makes Ensemble Learning Practical for Semi-supervised Learning Jiaqi Wu Junbiao Pang Qingming Huang 29 0 0 08 Aug 2024
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation Danni Yang Jiayi Ji Yiwei Ma Tianyu Guo Haowei Wang Xiaoshuai Sun Rongrong Ji ISeg VLM 39 5 0 03 Jun 2024
RankMatch: A Novel Approach to Semi-Supervised Label Distribution Learning Leveraging Inter-label Correlations Kouzhiqiang Yucheng Xie Jing Wang Yuheng Jia Boyu Shi Xin Geng 24 0 0 11 Dec 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 35 8 0 26 Oct 2023
SEAL: Simultaneous Label Hierarchy Exploration And Learning Zhi-Hao Tan Zihao W. Wang Yifan Zhang 48 6 0 26 Apr 2023
Sinkhorn Label Allocation: Semi-Supervised Classification via Annealed Self-Training Kai Sheng Tai Peter Bailis Gregory Valiant OT 45 43 0 17 Feb 2021
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 253 656 0 23 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 267 3,371 0 09 Mar 2020
Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results Antti Tarvainen Harri Valpola OOD MoMe 261 1,275 0 06 Mar 2017