v1v2v3 (latest)

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning

8 December 2021

Bernt Schiele

Papers citing "CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning"

38 / 38 papers shown

Title
Sampling Control for Imbalanced Calibration in Semi-Supervised Learning Senmao Tian Xiang Wei Shunli Zhang 80 0 0 24 Nov 2025
Keep It on a Leash: Controllable Pseudo-label Generation Towards Realistic Long-Tailed Semi-Supervised Learning Yaxin Hou Bo Han Yuheng Jia Hui Liu Junhui Hou 268 0 0 05 Oct 2025
A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning Yaxin Hou Yuheng Jia 242 2 0 22 May 2025
ULFine: Unbiased Lightweight Fine-tuning for Foundation-Model-Assisted Long-Tailed Semi-Supervised Learning Enhao Zhang Chaohua Li Chuanxing Geng Songcan Chen 363 0 0 08 May 2025
SeMi: When Imbalanced Semi-Supervised Learning Meets Mining Hard Examples Yin Wang Zixuan Wang Hao Lu Zhen Qin Hailiang Zhao Guanjie Cheng Ge Su Li Kuang Mengchu Zhou Shuiguang Deng 96 0 0 10 Jan 2025
Continuous Contrastive Learning for Long-Tailed Semi-Supervised RecognitionNeural Information Processing Systems (NeurIPS), 2024 Zi-Hao Zhou Siyuan Fang Zi-Jing Zhou Tong Wei Yuanyu Wan Min-Ling Zhang 183 9 0 08 Oct 2024
DAdEE: Unsupervised Domain Adaptation in Early Exit PLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Divya J. Bajpai M. Hanawal 158 2 0 06 Oct 2024
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised LearningEuropean Conference on Computer Vision (ECCV), 2024 Zhiyu Wu Jinshi Cui 176 1 0 08 Aug 2024
A Systematic Review on Long-Tailed LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Chongsheng Zhang G. Almpanidis Gaojuan Fan Binquan Deng Yanbo Zhang Ji Liu Aouaidjia Kamel Paolo Soda Joao Gama 293 23 0 01 Aug 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 133 0 0 07 Jul 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 226 2 0 22 Jun 2024
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 194 1 0 19 Jun 2024
Towards Realistic Long-tailed Semi-supervised Learning in an Open World Yuanpeng He Lijian Li 243 0 0 23 May 2024
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks Zitong Huang Ze Chen Bowen Dong Chaoqi Liang Erjin Zhou Wangmeng Zuo MoMe CLL 233 5 0 25 Apr 2024
BEM: Balanced and Entropy-based Mix for Long-Tailed Semi-Supervised Learning Hongwei Zheng Linyuan Zhou Han Li Jinming Su Xiaoming Wei Xiaoming Xu 162 9 0 01 Apr 2024
Selective Mixup Fine-Tuning for Optimizing Non-Decomposable Objectives Shrinivas Ramasubramanian Harsh Rangwani S. Takemori Kunal Samanta Yuhei Umeda Venkatesh Babu Radhakrishnan 153 1 0 27 Mar 2024
CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning Hyuck Lee Heeyoung Kim 260 10 0 15 Mar 2024
SimPro: A Simple Probabilistic Framework Towards Realistic Long-Tailed Semi-Supervised Learning Chaoqun Du Yizeng Han Gao Huang 178 14 0 21 Feb 2024
Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling OptimizationPattern Recognition (Pattern Recogn.), 2024 Mengtian Li Shaohui Lin Zihan Wang Chunjiang Ge Baochang Zhang Lizhuang Ma 178 15 0 13 Jan 2024
CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Bowen Tao Lan Li Xin-Chun Li De-Chuan Zhan 158 0 0 15 Dec 2023
UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness DetectionBigData Congress [Services Society] (BSS), 2023 Ruofan Hu Dongyu Zhang Dandan Tao Huayi Zhang Hao Feng Elke A. Rundensteiner FedML 162 5 0 02 Dec 2023
Refining the ONCE Benchmark with Hyperparameter TuningIEEE Access (IEEE Access), 2023 Maksim Golyadkin Alexander Gambashidze Ildar Nurgaliev Ilya Makarov 150 2 0 10 Nov 2023
SemiGPC: Distribution-Aware Label Refinement for Imbalanced Semi-Supervised Learning Using Gaussian Processes Abdelhak Lemkhenter Manchen Wang Luca Zancato Gurumurthy Swaminathan Paolo Favaro Davide Modolo 242 0 0 03 Nov 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble ProjectorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Khanh-Binh Nguyen 116 7 0 24 Oct 2023
Towards Generic Semi-Supervised Framework for Volumetric Medical Image SegmentationNeural Information Processing Systems (NeurIPS), 2023 Haonan Wang Xiaomeng Li 207 51 0 17 Oct 2023
Shrinking Class Space for Enhanced Certainty in Semi-Supervised LearningIEEE International Conference on Computer Vision (ICCV), 2023 Lihe Yang Zhen Zhao Lei Qi Yu Qiao Yinghuan Shi Hengshuang Zhao 112 23 0 13 Aug 2023
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification Zhongzheng Huang Jiawei Wu Tao Wang Zuoyong Li Anastasia Ioannou OOD 178 6 0 29 Jul 2023
Flexible Distribution Alignment: Towards Long-tailed Semi-supervised Learning with Proper CalibrationEuropean Conference on Computer Vision (ECCV), 2023 Emanuel Sanchez Aimar Hannah Helgesen Yonghao Xu Marco Kuhlmann Michael Felsberg 223 3 0 07 Jun 2023
Semi-Supervised and Long-Tailed Object Detection with CascadeMatchInternational Journal of Computer Vision (IJCV), 2023 Yuhang Zang Kaiyang Zhou Chen Huang Chen Change Loy 178 14 0 24 May 2023
BMB: Balanced Memory Bank for Imbalanced Semi-supervised Learning Wujian Peng Zejia Weng Hengduo Li Zuxuan Wu 115 0 0 22 May 2023
SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised LearningInternational Conference on Learning Representations (ICLR), 2023 Hao Chen R. Tao Yue Fan Yidong Wang Yongfeng Zhang Bernt Schiele Xingxu Xie Bhiksha Raj Marios Savvides 211 197 0 26 Jan 2023
An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning Haoxing Chen Yue Fan Yidong Wang Yongfeng Zhang Bernt Schiele Xingxu Xie Marios Savvides Bhiksha Raj 154 14 0 20 Nov 2022
USB: A Unified Semi-supervised Learning Benchmark for ClassificationNeural Information Processing Systems (NeurIPS), 2022 Yidong Wang Hao Chen Yue Fan Wangbin Sun R. Tao ... T. Shinozaki Bernt Schiele Yongfeng Zhang Xingxu Xie Yue Zhang 258 131 0 12 Aug 2022
Transfer and Share: Semi-Supervised Learning from Long-Tailed DataMachine-mediated learning (ML), 2022 Tong Wei Qianqian Liu Jiang-Xin Shi Wei-Wei Tu Lan-Zhe Guo 127 16 0 26 May 2022
FreeMatch: Self-adaptive Thresholding for Semi-supervised LearningInternational Conference on Learning Representations (ICLR), 2022 Yidong Wang Hao Chen Qiang Heng Wenxin Hou Yue Fan ... Marios Savvides T. Shinozaki Bhiksha Raj Bernt Schiele Xing Xie 415 364 0 15 May 2022
Semi-Supervised Adversarial Recognition of Refined Window Structures for Inverse Procedural Façade ModelingIsprs Journal of Photogrammetry and Remote Sensing (JIPRS), 2022 Han Hu Xinrong Liang Yulin Ding Qisen Shang Bo Xu X. Ge Min Chen Ruofei Zhong Qing Zhu 211 11 0 22 Jan 2022
Revisiting Consistency Regularization for Semi-Supervised Learning Yue Fan Anna Kukleva Bernt Schiele 182 84 0 10 Dec 2021
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Yu Li Tao Wang Bingyi Kang Sheng Tang Chunfeng Wang Jintao Li Jiashi Feng 281 287 0 18 Jun 2020