FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling

15 October 2021

Papers citing "FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling"

50 / 411 papers shown

Title
Boosting Semi-Supervised 2D Human Pose Estimation by Revisiting Data Augmentation and Consistency Training Huayi Zhou Mukun Luo Fei Jiang Yue Ding Hongtao Lu Kui Jia 46 0 0 18 Feb 2024
RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner Ying Zang Chenglong Fu Runlong Cao Didi Zhu Min Zhang Wenjun Hu Lanyun Zhu Tianrun Chen 32 6 0 08 Feb 2024
Knowledge Distillation for Road Detection based on cross-model Semi-Supervised Learning Wanli Ma Oktay Karakuş Paul L. Rosin 16 1 0 07 Feb 2024
A General Framework for Learning from Weak Supervision Hao Chen Jindong Wang Lei Feng Xiang Li Yidong Wang Xing Xie Masashi Sugiyama Rita Singh Bhiksha Raj 26 2 0 02 Feb 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 33 3 0 29 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 49 23 0 27 Jan 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 38 0 0 24 Jan 2024
Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition Yuefang Gao Yuhao Xie Zeke Zexi Hu Tianshui Chen Liang Lin CVBM 28 3 0 20 Jan 2024
Adaptive Self-training Framework for Fine-grained Scene Graph Generation Kibum Kim Kanghoon Yoon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 33 8 0 18 Jan 2024
P $^2$ OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering Chuyu Zhang Hui Ren Xuming He 34 6 0 17 Jan 2024
Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning Kuo Yang Duo Li Menghan Hu Guangtao Zhai Xiaokang Yang Xiao-Ping Zhang 29 0 0 09 Jan 2024
VLLaVO: Mitigating Visual Gap through LLMs Shuhao Chen Yulong Zhang Weisen Jiang Jiangang Lu Yu Zhang VLM 54 2 0 06 Jan 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 27 0 0 28 Dec 2023
Three Heads Are Better Than One: Complementary Experts for Long-Tailed Semi-supervised Learning Chengcheng Ma Ismail Elezi Jiankang Deng Weiming Dong Changsheng Xu 16 9 0 25 Dec 2023
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning Yue Duan Zhen Zhao Lei Qi Luping Zhou Lei Wang Yinghuan Shi 32 4 0 19 Dec 2023
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object Detection Chuxin Wang Wenfei Yang Tianzhu Zhang 3DPC 29 5 0 16 Dec 2023
DIRECT: Deep Active Learning under Imbalance and Label Noise Shyam Nuggehalli Jifan Zhang Lalit P. Jain Robert D. Nowak 26 9 0 14 Dec 2023
Mixed Pseudo Labels for Semi-Supervised Object Detection Ze-Yi Chen Wenwei Zhang Xinjiang Wang Kai Chen Zhi Wang ObjD 40 10 0 12 Dec 2023
CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification Bodong Zhang Hamid Manoochehri M. M. Ho Fahimeh Fooladgar Yosep Chong Beatrice S. Knudsen Deepika Sirohi Tolga Tasdizen 40 4 0 12 Dec 2023
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 29 0 0 11 Dec 2023
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels Wanxing Chang Ye-ling Shi Jingya Wang OT 38 12 0 11 Dec 2023
Bridging Synthetic and Real Worlds for Pre-training Scene Text Detectors Tongkun Guan Wei Shen Xuehang Yang Xuehui Wang Xiaokang Yang 34 7 0 08 Dec 2023
Interactive Reweighting for Mitigating Label Quality Issues Weikai Yang Yukai Guo Jing Wu Zheng Wang Lan-Zhe Guo Yu-Feng Li Shixia Liu 31 5 0 08 Dec 2023
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification Yoo-Seok Kho Jaehee Kim Pilsung Kang VLM 28 0 0 08 Dec 2023
Transferable Candidate Proposal with Bounded Uncertainty Kyeongryeol Go Kye-Hyeon Kim 29 0 0 07 Dec 2023
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 21 5 0 06 Dec 2023
Calibrated Adaptive Teacher for Domain Adaptive Intelligent Fault Diagnosis Florent Forest Olga Fink 25 0 0 05 Dec 2023
Unsupervised Video Domain Adaptation with Masked Pre-Training and Collaborative Self-Training Arun V. Reddy William Paul Corban Rivera Ketul Shah Celso M. de Melo Rama Chellappa 37 4 0 05 Dec 2023
How Many Validation Labels Do You Need? Exploring the Design Space of Label-Efficient Model Ranking Zhengyu Hu Jieyu Zhang Yue Yu Yuchen Zhuang Hui Xiong 26 5 0 04 Dec 2023
UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection Ruofan Hu Dongyu Zhang Dandan Tao Huayi Zhang Hao Feng Elke A. Rundensteiner FedML 31 4 0 02 Dec 2023
Self-Evolving Neural Radiance Fields Jaewoo Jung Jisang Han Jiwon Kang Seongchan Kim Minseop Kwak Seungryong Kim 23 2 0 02 Dec 2023
Match me if you can: Semantic Correspondence Learning with Unpaired Images Jiwon Kim Byeongho Heo Sangdoo Yun Seungryong Kim Dongyoon Han 25 0 0 30 Nov 2023
SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance Lukas Hoyer D. Tan Muhammad Ferjad Naeem Luc Van Gool F. Tombari VLM MLLM 36 16 0 27 Nov 2023
ConstraintMatch for Semi-constrained Clustering Jann Goschenhofer Bernd Bischl Z. Kira 32 1 0 26 Nov 2023
RandMSAugment: A Mixed-Sample Augmentation for Limited-Data Scenarios Swarna Kamlam Ravindran Carlo Tomasi 31 0 0 25 Nov 2023
DiverseNet: Decision Diversified Semi-supervised Semantic Segmentation Networks for Remote Sensing Imagery Wanli Ma Oktay Karakuş Paul L. Rosin 26 1 0 22 Nov 2023
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Sanaz Karimijafarbigloo Reza Azad Yury Velichko Ulas Bagci Dorit Merhof 44 1 0 21 Nov 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning Yue Fan Anna Kukleva Dengxin Dai Bernt Schiele 32 8 0 17 Nov 2023
FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment Qinghua Lin Zuoyong Li Kun Zeng Haoyi Fan Wei Li Xiaoguang Zhou 21 7 0 09 Nov 2023
The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning Artyom Gadetsky Maria Brbić 22 6 0 06 Nov 2023
Modeling the Uncertainty with Maximum Discrepant Students for Semi-supervised 2D Pose Estimation Jiaqi Wu Junbiao Pang Qingming Huang 13 0 0 03 Nov 2023
Noise-Robust Fine-Tuning of Pretrained Language Models via External Guidance Song Wang Zhen Tan Ruocheng Guo Wenlin Yao NoLa 25 20 0 02 Nov 2023
Generalized Category Discovery with Clustering Assignment Consistency Xiangli Yang Xinglin Pan Irwin King Zenglin Xu 28 2 0 30 Oct 2023
InstanT: Semi-supervised Learning with Instance-dependent Thresholds Muyang Li Runze Wu Haoyu Liu Jun-chen Yu Xun Yang Bo Han Tongliang Liu 29 17 0 29 Oct 2023
Rethinking Semi-Supervised Federated Learning: How to co-train fully-labeled and fully-unlabeled client imaging data Pramit Saha Divyanshu Mishra J. A. Noble FedML 41 8 0 28 Oct 2023
Rethinking Semi-Supervised Imbalanced Node Classification from Bias-Variance Decomposition Divin Yan Gengchen Wei Chen Yang Shengzhong Zhang Zengfeng Huang AI4CE 41 11 0 28 Oct 2023
OTMatch: Improving Semi-Supervised Learning with Optimal Transport Zhiquan Tan Kaipeng Zheng Weiran Huang OT 35 8 0 26 Oct 2023
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning Zhuo Huang Li Shen Jun-chen Yu Bo Han Tongliang Liu FedML 26 21 0 25 Oct 2023
SequenceMatch: Revisiting the design of weak-strong augmentations for Semi-supervised learning Khanh-Binh Nguyen 18 3 0 24 Oct 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector Khanh-Binh Nguyen 27 2 0 24 Oct 2023