Papers citing 'CReST: A Class-Rebalancing Self-Training Framework for Imbalanced Semi-Supervised Learning'

Title
Self-NeRF: A Self-Training Pipeline for Few-Shot Neural Radiance Fields Jia-Xuan Bai Le-Tong Huang Wenyi Gong Jie Guo Yanwen Guo 141 5 0 10 Mar 2023
Pseudo Labels Regularization for Imbalanced Partial-Label LearningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Mingyu Xu Zheng Lian 137 1 0 06 Mar 2023
RoPAWS: Robust Semi-supervised Representation Learning from Uncurated DataInternational Conference on Learning Representations (ICLR), 2023 Sangwoo Mo Jong-Chyi Su Chih-Yao Ma Mido Assran Ishan Misra Licheng Yu Sean Bell AI4TS 131 15 0 28 Feb 2023
GraphSR: A Data Augmentation Algorithm for Imbalanced Node ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2023 Mengting Zhou Zhiguo Gong 182 34 0 24 Feb 2023
Are labels informative in semi-supervised learning? -- Estimating and leveraging the missing-data mechanismInternational Conference on Machine Learning (ICML), 2023 Aude Sportisse Hugo Schmutz O. Humbert C. Bouveyron Pierre-Alexandre Mattei 187 9 0 15 Feb 2023
RLSbench: Domain Adaptation Under Relaxed Label ShiftInternational Conference on Machine Learning (ICML), 2023 Saurabh Garg Nick Erickson James Sharpnack Alexander J. Smola Sivaraman Balakrishnan Zachary Chase Lipton VLM 286 44 0 06 Feb 2023
NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning Jianfeng Wang Xiaolin Hu Thomas Lukasiewicz AAML BDL 163 0 0 31 Jan 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 231 197 0 26 Jan 2023
SemPPL: Predicting pseudo-labels for better contrastive representationsInternational Conference on Learning Representations (ICLR), 2023 Matko Bovsnjak Pierre Harvey Richemond Nenad Tomašev Florian Strub Jacob Walker Felix Hill Lars Buesing Razvan Pascanu Charles Blundell Jovana Mitrović SSL VLM 246 10 0 12 Jan 2023
Land Cover and Land Use Detection using Semi-Supervised Learning Fahmida Tasnim Lisa Md. Zarif Hossain Sharmin Naj Mou Shahriar Ivan M. H. Kabir 94 2 0 21 Dec 2022
Exploiting Completeness and Uncertainty of Pseudo Labels for Weakly Supervised Video Anomaly DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Chen Zhang Guorong Li Yuankai Qi Shuhui Wang Laiyun Qing Qingming Huang Ming-Hsuan Yang 192 88 0 08 Dec 2022
Learning Imbalanced Data with Vision TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Zhengzhuo Xu R. Liu Shuo Yang Runnan Li Chun Yuan 189 64 0 05 Dec 2022
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
An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases Futian Weng Yuanting Ma J. Sun Shijun Shan Qiyuan Li Jianping Zhu Yang Wang Yan Xu 238 1 0 20 Nov 2022
Class-Level Confidence Based 3D Semi-Supervised LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Zhimin Chen Longlong Jing Liang Yang Yingwei Li Bing Li 166 19 0 18 Oct 2022
Fuzzy Positive Learning for Semi-supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Pengchong Qiao Zhidan Wei Yu Wang Zhennan Wang Guoli Song Fan Xu Xiang Ji Chang-rui Liu Jie Chen 113 30 0 16 Oct 2022
Adaptive Ranking-based Sample Selection for Weakly Supervised Class-imbalanced Text ClassificationConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Linxin Song Jieyu Zhang Tianxiang Yang M. Goto 199 12 0 06 Oct 2022
SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label LearningNeural Information Processing Systems (NeurIPS), 2022 Haobo Wang Mingxuan Xia Shouqing Yang Yuren Mao Lei Feng Gang Chen Jiaqi Zhao 192 46 0 21 Sep 2022
Semi-Supervised Semantic Segmentation with Cross Teacher TrainingNeurocomputing (Neurocomputing), 2022 Hui Xiao Li Dong Kangkang Song Hao Xu Shuibo Fu Diqun Yan Chengbin Peng 161 27 0 03 Sep 2022
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image ClassificationInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Zhixiong Yang Junwen Pan Yanzhan Yang Xiaozhou Shi Hong-Yu Zhou Zhicheng Zhang Cheng Bian VLM MedIm AI4TS 163 36 0 01 Sep 2022
Tunable Hybrid Proposal Networks for the Open WorldIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Matthew J. Inkawhich Nathan Inkawhich Xue Yang Yiran Chen 260 2 0 23 Aug 2022
Label-Noise Learning with Intrinsically Long-Tailed DataIEEE International Conference on Computer Vision (ICCV), 2022 Yang Lu Yiliang Zhang Bo Han Yiu-ming Cheung Hanzi Wang NoLa 133 26 0 21 Aug 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 258 132 0 12 Aug 2022
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised LearningEuropean Conference on Computer Vision (ECCV), 2022 Yue Duan Lei Qi Lei Wang Luping Zhou Yinghuan Shi OOD 104 12 0 09 Aug 2022
Imbalanced Semi-supervised Learning with Bias Adaptive ClassifierInternational Conference on Learning Representations (ICLR), 2022 Renzhen Wang Xixi Jia Quanziang Wang Yichen Wu Deyu Meng 138 21 0 28 Jul 2022
On Non-Random Missing Labels in Semi-Supervised LearningInternational Conference on Learning Representations (ICLR), 2022 Xinting Hu Yulei Niu Chunyan Miao Xiansheng Hua Hanwang Zhang 277 21 0 29 Jun 2022
EnergyMatch: Energy-based Pseudo-Labeling for Semi-Supervised Learning Xiaohua Xie Yin Li Yong Jae Lee 74 1 0 13 Jun 2022
Masked Unsupervised Self-training for Label-free Image ClassificationInternational Conference on Learning Representations (ICLR), 2022 Junnan Li Silvio Savarese Steven C. H. Hoi VLM SSL 123 19 0 07 Jun 2022
A Survey on Long-Tailed Visual RecognitionInternational Journal of Computer Vision (IJCV), 2022 Pu Cao He Jiang Q. Song Jun Guo 224 159 0 27 May 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
ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2022 Liang Zeng Lanqing Li Zi-Chao Gao P. Zhao Jian Li 185 43 0 23 May 2022
UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Jiashuo Fan Bin-Bin Gao Huan Jin Lihui Jiang 231 77 0 20 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
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised LearningIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (IEEE JSTARS), 2022 Chao Tao Ji Qi Guo Zhang Qing Zhu Weipeng Lu Haifeng Li 226 63 0 10 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 137 7 0 09 Apr 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 296 50 0 18 Mar 2022
S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive LearningInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022 Manuel Tran S. J. Wagner Melanie Boxberg T. Peng SSL 78 12 0 14 Mar 2022
Quasi-Balanced Self-Training on Noise-Aware Synthesis of Object Point Clouds for Closing Domain GapEuropean Conference on Computer Vision (ECCV), 2022 Yuxiao Chen Zihao Wang Longkun Zou Ke Chen Kui Jia 3DPC 152 11 0 08 Mar 2022
Debiased Learning from Naturally Imbalanced Pseudo-LabelsComputer Vision and Pattern Recognition (CVPR), 2022 Xudong Wang Zhi-Li Wu Long Lian Stella X. Yu 212 128 0 05 Jan 2022
Pure Noise to the Rescue of Insufficient Data: Improving Imbalanced Classification by Training on Random Noise Images Shiran Zada Itay Benou Michal Irani 212 29 0 16 Dec 2021
Revisiting Consistency Regularization for Semi-Supervised Learning Yue Fan Anna Kukleva Bernt Schiele 182 84 0 10 Dec 2021
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning Yue Fan Dengxin Dai Anna Kukleva Bernt Schiele 170 55 0 08 Dec 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 276 545 0 29 Nov 2021
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised LearningNeural Information Processing Systems (NeurIPS), 2021 Hyuck Lee Seungjae Shin Heeyoung Kim CLL 151 111 0 20 Oct 2021
Semi-Supervised Semantic Segmentation via Adaptive Equalization LearningNeural Information Processing Systems (NeurIPS), 2021 Hanzhe Hu Fangyun Wei Han Hu Qiwei Ye J. Cui Liwei Wang 153 190 0 11 Oct 2021
Deep Long-Tailed Learning: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Yifan Zhang Bingyi Kang Bryan Hooi Shuicheng Yan Jiashi Feng VLM 263 727 0 09 Oct 2021
Learning from Crowds with Sparse and Imbalanced Annotations Ye Shi Shao-Yuan Li Sheng-Jun Huang 152 6 0 11 Jul 2021
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training Fangyuan Zhang Tianxiang Pan Bin Wang 149 62 0 11 Jul 2021
Structured Sparse R-CNN for Direct Scene Graph GenerationComputer Vision and Pattern Recognition (CVPR), 2021 Yao Teng Limin Wang 3DPC GNN 264 61 0 21 Jun 2021
DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised LearningComputer Vision and Pattern Recognition (CVPR), 2021 Youngtaek Oh Dong-Jin Kim In So Kweon 186 74 0 10 Jun 2021