MixMatch: A Holistic Approach to Semi-Supervised Learning

6 May 2019

Papers citing "MixMatch: A Holistic Approach to Semi-Supervised Learning"

50 / 641 papers shown

Title
QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis Junlin Hou Jilan Xu Rui Feng Hao Chen 23 0 0 08 Apr 2024
Semi-Supervised Unconstrained Head Pose Estimation in the Wild Huayi Zhou Fei Jiang Hongtao Lu Yong Rui Hongtao Lu Kui Jia 67 0 0 03 Apr 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed M. Pedersoli Jose Dolz 50 2 0 22 Mar 2024
Deep Active Learning: A Reality Check Edrina Gashi Jiankang Deng Ismail Elezi HAI 44 1 0 21 Mar 2024
Semi-Supervised Dialogue Abstractive Summarization via High-Quality Pseudolabel Selection Jianfeng He Hang Su Jason (Jinglun) Cai Igor Shalyminov Hwanjun Song Saab Mansour 39 4 0 06 Mar 2024
TELEClass: Taxonomy Enrichment and LLM-Enhanced Hierarchical Text Classification with Minimal Supervision Yunyi Zhang Ruozhen Yang Xueqiang Xu Rui Li Jinfeng Xiao Jiaming Shen Jiawei Han 45 11 0 29 Feb 2024
MatchNAS: Optimizing Edge AI in Sparse-Label Data Contexts via Automating Deep Neural Network Porting for Mobile Deployment Hongtao Huang Xiaojun Chang Wen Hu Lina Yao 35 0 0 21 Feb 2024
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 51 0 0 18 Feb 2024
ProtIR: Iterative Refinement between Retrievers and Predictors for Protein Function Annotation Zuobai Zhang Jiarui Lu Vijil Chenthamarakshan Aurélie C. Lozano Payel Das Jian Tang 26 1 0 10 Feb 2024
Domain Adaptation Using Pseudo Labels S. Chhabra Hemanth Venkateswara Baoxin Li 27 1 0 09 Feb 2024
Memory Consistency Guided Divide-and-Conquer Learning for Generalized Category Discovery Yuanpeng Tu Zhun Zhong Yuxi Li Hengshuang Zhao 40 0 0 24 Jan 2024
Learning with Noisy Labels: Interconnection of Two Expectation-Maximizations Heewon Kim Hyun Sung Chang Kiho Cho Jaeyun Lee Bohyung Han NoLa 28 2 0 09 Jan 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 35 0 0 28 Dec 2023
Semi-supervised Active Learning for Video Action Detection Aayush Singh A. J. Rana Akash Kumar Shruti Vyas Yogesh S Rawat 38 7 0 12 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
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 37 5 0 06 Dec 2023
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation Ozan Unal Dengxin Dai Lukas Hoyer Y. Can Luc Van Gool 3DPC 24 5 0 27 Nov 2023
Density-Guided Dense Pseudo Label Selection For Semi-supervised Oriented Object Detection Tong Zhao Qiang Fang Shuohao Shi Xin Xu 38 2 0 21 Nov 2023
Refining the ONCE Benchmark with Hyperparameter Tuning Maksim Golyadkin Alexander Gambashidze Ildar Nurgaliev Ilya Makarov 38 1 0 10 Nov 2023
Interpreting Pretrained Language Models via Concept Bottlenecks Zhen Tan Lu Cheng Song Wang Yuan Bo Wenlin Yao Huan Liu LRM 47 20 0 08 Nov 2023
Debiasing, calibrating, and improving Semi-supervised Learning performance via simple Ensemble Projector Khanh-Binh Nguyen 35 2 0 24 Oct 2023
Semi-supervised multimodal coreference resolution in image narrations A. Goel Basura Fernando Frank Keller Hakan Bilen 52 4 0 20 Oct 2023
Random Matrix Analysis to Balance between Supervised and Unsupervised Learning under the Low Density Separation Assumption Vasilii Feofanov Malik Tiomoko Aladin Virmaux 38 5 0 20 Oct 2023
CAST: Cluster-Aware Self-Training for Tabular Data Minwook Kim Juseong Kim Kibeom Kim Giltae Song 38 0 0 10 Oct 2023
A review of uncertainty quantification in medical image analysis: probabilistic and non-probabilistic methods Ling Huang S. Ruan Yucheng Xing Mengling Feng 46 20 0 09 Oct 2023
Transferable Availability Poisoning Attacks Yiyong Liu Michael Backes Xiao Zhang AAML 27 3 0 08 Oct 2023
SemiReward: A General Reward Model for Semi-supervised Learning Siyuan Li Weiyang Jin Zedong Wang Fang Wu Zicheng Liu Cheng Tan Stan Z. Li 43 9 0 04 Oct 2023
AMPLIFY:Attention-based Mixup for Performance Improvement and Label Smoothing in Transformer Leixin Yang Yu Xiang 31 0 0 22 Sep 2023
Improving Image Classification of Knee Radiographs: An Automated Image Labeling Approach Jikai Zhang Carlos Santos Christine Park Maciej A. Mazurowski R. Colglazier 29 2 0 06 Sep 2023
SSVOD: Semi-Supervised Video Object Detection with Sparse Annotations Tanvir Mahmud Chun-Hao Liu Burhaneddin Yaman Diana Marculescu 20 4 0 04 Sep 2023
ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation Jianghao Lin Rongjie Shan Chenxu Zhu Kounianhua Du Bo Chen Shigang Quan Ruiming Tang Yong Yu Weinan Zhang LRM 48 83 0 22 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 39 2 0 20 Aug 2023
MarginMatch: Improving Semi-Supervised Learning with Pseudo-Margins Tiberiu Sosea Cornelia Caragea 21 12 0 17 Aug 2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition Hanjing Zhu Dongji Gao Gaofeng Cheng Daniel Povey Pengyuan Zhang Yonghong Yan NoLa 38 4 0 12 Aug 2023
SegMatch: A semi-supervised learning method for surgical instrument segmentation Meng Wei C. Budd Luis C. García-Peraza-Herrera R. Dorent Miaojing Shi Tom Kamiel Magda Vercauteren 28 5 0 09 Aug 2023
Class-Specific Distribution Alignment for Semi-Supervised Medical Image Classification Zhongzheng Huang Jiawei Wu Tao Wang Zuoyong Li Anastasia Ioannou OOD 64 5 0 29 Jul 2023
Efficient Semi-Supervised Federated Learning for Heterogeneous Participants Zhipeng Sun Yang Xu Hong-Ze Xu Liusheng Huang C. Qiao FedML 27 0 0 29 Jul 2023
Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network Zhibo Tain Xiaolin Zhang Peng Zhang Kun Zhan 38 9 0 26 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 43 1 0 22 Jul 2023
Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation Qingyue Wei Lequan Yu Xianhang Li Wei Shao Cihang Xie Lei Xing Yuyin Zhou 26 10 0 21 Jul 2023
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models Xin Li Sima Behpour T. Doan Wenbin He Liangke Gou Liu Ren VLM 50 3 0 20 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 34 3 0 16 Jul 2023
SPLAL: Similarity-based pseudo-labeling with alignment loss for semi-supervised medical image classification Md Junaid Mahmood Pranaw Raj Divyansh Agarwal S. Kumari Pravendra Singh 36 7 0 10 Jul 2023
Training Ensembles with Inliers and Outliers for Semi-supervised Active Learning Vladan Stojnić Zakaria Laskar Giorgos Tolias 42 0 0 07 Jul 2023
Universal Semi-supervised Model Adaptation via Collaborative Consistency Training Zizheng Yan Yushuang Wu Yipeng Qin Xiaoguang Han Shuguang Cui Guanbin Li 44 1 0 07 Jul 2023
Pareto-Secure Machine Learning (PSML): Fingerprinting and Securing Inference Serving Systems Debopam Sanyal Jui-Tse Hung Manavi Agrawal Prahlad Jasti Shahab Nikkhoo S. Jha Tianhao Wang Sibin Mohan Alexey Tumanov 51 0 0 03 Jul 2023
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels Chuanyan Hu Shipeng Yan Zhitong Gao Xuming He NoLa 34 4 0 20 Jun 2023
Semi-supervised Relation Extraction via Data Augmentation and Consistency-training Komal K. Teru 48 5 0 16 Jun 2023
Semi-supervised learning made simple with self-supervised clustering Enrico Fini Pietro Astolfi Alahari Karteek Xavier Alameda-Pineda Julien Mairal Moin Nabi Elisa Ricci SSL 44 26 0 13 Jun 2023
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems Ting-Wei Wu Fatemeh Sheikholeslami Mohammad Kachuee Jaeyoung Do Sungjin Lee 26 0 0 07 Jun 2023