An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning

20 November 2022

Bernt Schiele

Marios Savvides

Bhiksha Raj

Papers citing "An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning"

14 / 14 papers shown

Title
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation Hritam Basak Zhaozheng Yin VLM 43 0 0 08 Apr 2025
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning Pengcheng Zhou Lefei Zhang Wei Li 76 0 0 18 Mar 2025
Shape Transformation Driven by Active Contour for Class-Imbalanced Semi-Supervised Medical Image Segmentation Yuliang Gu Yepeng Liu Zhichao Sun Jinchi Zhu Yongchao Xu L. Najman MedIm 36 1 0 18 Oct 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMs Divya J. Bajpai M. Hanawal 33 1 0 06 Oct 2024
S&D Messenger: Exchanging Semantic and Domain Knowledge for Generic Semi-Supervised Medical Image Segmentation Qixiang Zhang Haonan Wang Xuelong Li 44 0 0 10 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 53 0 0 07 Jul 2024
Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation Haonan Wang Xiaomeng Li 44 30 0 17 Oct 2023
DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation Hong Wang Xuelong Li 53 33 0 22 Jul 2023
Exploring Vision-Language Models for Imbalanced Learning Yidong Wang Zhuohao Yu Jindong Wang Qiang Heng Haoxing Chen Wei Ye Rui Xie Xingxu Xie Shi-Bo Zhang VLM 46 30 0 04 Apr 2023
FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 188 264 0 15 May 2022
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 279 868 0 15 Oct 2021
Balanced Meta-Softmax for Long-Tailed Visual Recognition Jiawei Ren Cunjun Yu Shunan Sheng Xiao Ma Haiyu Zhao Shuai Yi Hongsheng Li 170 552 0 21 Jul 2020
Equalization Loss for Long-Tailed Object Recognition Jingru Tan Changbao Wang Buyu Li Quanquan Li Wanli Ouyang Changqing Yin Junjie Yan 269 457 0 11 Mar 2020
BBN: Bilateral-Branch Network with Cumulative Learning for Long-Tailed Visual Recognition Boyan Zhou Quan Cui Xiu-Shen Wei Zhao-Min Chen 253 784 0 05 Dec 2019