Papers citing 'SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning'

Title
Beyond Self-Consistency: Loss-Balanced Perturbation-Based Regularization Improves Industrial-Scale Ads Ranking Ilqar Ramazanli Hamid Eghbalzadeh Xiaoyi Liu Yang Wang Jiaxiang Fu Kaushik Rangadurai Sem Park Bo Long Xue Feng 196 1 0 05 Feb 2025
Bridging the Gaps: Utilizing Unlabeled Face Recognition Datasets to Boost Semi-Supervised Facial Expression Recognition Jie Song Mengqiao He Jinhua Feng Bo Shen 130 2 0 23 Oct 2024
Robot Instance Segmentation with Few Annotations for Grasping Moshe Kimhi David Vainshtein Chaim Baskin Dotan Di Castro 218 4 0 01 Jul 2024
Smooth Pseudo-Labeling Nikolaos Karaliolios Hervé Le Borgne Florian Chabot 93 0 0 23 May 2024
CLAF: Contrastive Learning with Augmented Features for Imbalanced Semi-Supervised Learning Bowen Tao Lan Li Xin-Chun Li De-Chuan Zhan 94 0 0 15 Dec 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 68 9 0 09 Nov 2023
Rethinking Scale Imbalance in Semi-supervised Object Detection for Aerial Images Ruixiang Zhang Chang Xu Fang Xu Wen Yang Guangjun He Huai Yu Gui-Song Xia 108 2 0 23 Oct 2023
Semi-Supervised End-To-End Contrastive Learning For Time Series Classification Hui Cai Xiang Zhang Xiaofeng Liu AI4TS 124 1 0 13 Oct 2023
Systematic comparison of semi-supervised and self-supervised learning for medical image classification Zhe Huang Ruijie Jiang Shuchin Aeron M. C. Hughes SSL OOD 149 9 0 18 Jul 2023
Rethinking Weak Supervision in Helping Contrastive Learning Jingyi Cui Weiran Huang Yifei Wang Yisen Wang NoLa SSL 118 18 0 07 Jun 2023
Graph Convolutional Networks based on Manifold Learning for Semi-Supervised Image Classification L. P. Valem Daniel Carlos Guimarães Pedronette Longin Jan Latecki GNN SSL 86 11 0 24 Apr 2023
Shuffle & Divide: Contrastive Learning for Long Text Joonseok Lee Seongho Joe Kyoungwon Park Bogun Kim Ho. Kang Jaeseon Park Youngjune Gwon 70 1 0 19 Apr 2023
ContraCluster: Learning to Classify without Labels by Contrastive Self-Supervision and Prototype-Based Semi-Supervision Seongho Joe Byoungjip Kim Ho. Kang Kyoungwon Park Bogun Kim Jaeseon Park Joonseok Lee Youngjune Gwon SSL 89 2 0 19 Apr 2023
Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data Yuhao Chen X. Tan Borui Zhao Zhaowei Chen Renjie Song Jiajun Liang Xuequan Lu 117 45 0 20 Mar 2023
Boosting Semi-Supervised Learning with Contrastive Complementary Labeling Qinyi Deng Yong Guo Zhibang Yang Haolin Pan Jian Chen 159 11 0 13 Dec 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 109 61 0 14 Sep 2022
SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding Wanwei He Yinpei Dai Binyuan Hui Min Yang Zhen Cao Jianbo Dong Fei Huang Luo Si Yongbin Li VLM 136 33 0 14 Sep 2022
ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization Jiwon Kim Youngjo Min Daehwan Kim Gyuseong Lee Junyoung Seo Kwang-seok Ryoo Seung Wook Kim 131 47 0 18 Aug 2022
FixMatchSeg: Fixing FixMatch for Semi-Supervised Semantic Segmentation Pratima Upretee Bishesh Khanal MedIm 138 11 0 31 Jul 2022
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection Gaoang Wang Yibing Zhan Xinchao Wang Min-Gyoo Song Klara Nahrstedt 83 12 0 24 Jul 2022
AuxMix: Semi-Supervised Learning with Unconstrained Unlabeled Data Amin Banitalebi-Dehkordi Pratik Gujjar Yong Zhang SSL 105 9 0 14 Jun 2022
Deep Reference Priors: What is the best way to pretrain a model? Yansong Gao Rahul Ramesh Pratik Chaudhari BDL 119 5 0 01 Feb 2022
Contrastive Regularization for Semi-Supervised Learning Doyup Lee Sungwoong Kim Ildoo Kim Yeongjae Cheon Minsu Cho Wook-Shin Han SSL 83 41 0 17 Jan 2022
Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images Thomas Lucas Philippe Weinzaepfel Grégory Rogez SSL 99 34 0 22 Dec 2021
Multi-Layer Pseudo-Supervision for Histopathology Tissue Semantic Segmentation using Patch-level Classification Labels Chu Han Jiatai Lin Jinhai Mai Yi Wang Qingling Zhang ... Zeyan Xu Xiaomei Huang Guoqiang Han Chang-xiu Liang Zaiyi Liu 147 111 0 14 Oct 2021
ActiveMatch: End-to-end Semi-supervised Active Representation Learning Xinkai Yuan Zilinghan Li Gaoang Wang CLL 138 7 0 06 Oct 2021
A data-centric approach for improving ambiguous labels with combined semi-supervised classification and clustering Lars Schmarje M. Santarossa Simon-Martin Schroder Claudius Zelenka R. Kiko J. Stracke N. Volkmann Reinhard Koch 193 11 0 30 Jun 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification Dong Lee Sae-Young Chung 126 21 0 22 Jun 2021
Robust Mutual Learning for Semi-supervised Semantic Segmentation Pan Zhang Bo Zhang Ting Zhang Dong Chen Fang Wen 114 18 0 01 Jun 2021