Dash: Semi-Supervised Learning with Dynamic Thresholding

1 September 2021

Yu-Feng Li

Hao Li

Papers citing "Dash: Semi-Supervised Learning with Dynamic Thresholding"

50 / 119 papers shown

Title
Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering Xukai Liu Ye Liu Shiwen Wu Yanghai Zhang Yihao Yuan Kai Zhang Qi Liu 7 0 0 19 May 2025
ULFine: Unbiased Lightweight Fine-tuning for Foundation-Model-Assisted Long-Tailed Semi-Supervised Learning Enhao Zhang Chaohua Li Chuanxing Geng Songcan Chen 59 0 0 08 May 2025
SIT-FER: Integration of Semantic-, Instance-, Text-level Information for Semi-supervised Facial Expression Recognition Sixian Ding Xu Jiang Zhongjing Du Jiaqi Cui Xinyi Zeng Yan Wang 57 0 0 24 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge Distillation Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 68 1 0 23 Mar 2025
CGMatch: A Different Perspective of Semi-supervised Learning Bo Cheng Jueqing Lu Yuan Tian Haifeng Zhao Yi-Ju Chang Lan Du 45 0 0 04 Mar 2025
RegMixMatch: Optimizing Mixup Utilization in Semi-Supervised Learning Haorong Han Jidong Yuan Chixuan Wei Zhongyang Yu 199 1 0 14 Dec 2024
DyConfidMatch: Dynamic Thresholding and Re-sampling for 3D Semi-supervised Learning Zhaoyu Chen Bing Li 42 0 0 13 Nov 2024
OwMatch: Conditional Self-Labeling with Consistency for Open-World Semi-Supervised Learning Shengjie Niu Lifan Lin Jian Huang Chao Wang 29 1 0 04 Nov 2024
RankUp: Boosting Semi-Supervised Regression with an Auxiliary Ranking Classifier Pin-Yen Huang Szu-Wei Fu Yu Tsao 37 0 0 29 Oct 2024
Towards Understanding Why FixMatch Generalizes Better Than Supervised Learning Jingyang Li Jiachun Pan Vincent Y. F. Tan Kim-Chuan Toh Pan Zhou AAML MLT 48 0 0 15 Oct 2024
Flipped Classroom: Aligning Teacher Attention with Student in Generalized Category Discovery Haonan Lin Wenbin An Jiahao Wang Yan Chen Feng Tian Mengmeng Wang Guang Dai Qianying Wang Jingdong Wang 42 2 0 29 Sep 2024
Towards the Mitigation of Confirmation Bias in Semi-supervised Learning: a Debiased Training Perspective Yu Wang Yuxuan Yin Peng Li 28 0 0 26 Sep 2024
Exploring Information-Theoretic Metrics Associated with Neural Collapse in Supervised Training Kun Song Zhiquan Tan Bochao Zou Jiansheng Chen Huimin Ma Weiran Huang 42 0 0 25 Sep 2024
Improving 3D Semi-supervised Learning by Effectively Utilizing All Unlabelled Data Sneha Paul Zachary Patterson Nizar Bouguila 29 0 0 21 Sep 2024
A Unified Contrastive Loss for Self-Training Aurélien Gauffre Julien Horvat Massih-Reza Amini SSL 36 0 0 11 Sep 2024
Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 35 0 0 08 Aug 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 53 1 0 22 Jul 2024
CRMSP: A Semi-supervised Approach for Key Information Extraction with Class-Rebalancing and Merged Semantic Pseudo-Labeling Qi Zhang Yonghong Song Pengcheng Guo Yangyang Hui 38 0 0 19 Jul 2024
On Diversity in Discriminative Neural Networks Brahim Oubaha Claude Berrou Xueyao Ji Yehya Nasser R. L. Bidan 32 0 0 17 Jul 2024
ProSub: Probabilistic Open-Set Semi-Supervised Learning with Subspace-Based Out-of-Distribution Detection Erik Wallin Lennart Svensson Fredrik Kahl Lars Hammarstrand OODD 42 1 0 16 Jul 2024
Learning Label Refinement and Threshold Adjustment for Imbalanced Semi-Supervised Learning Zeju Li Ying-Qiu Zheng Chen Chen Saâd Jbabdi 48 0 0 07 Jul 2024
Self Adaptive Threshold Pseudo-labeling and Unreliable Sample Contrastive Loss for Semi-supervised Image Classification Xuerong Zhang Li Huang Jing Lv Ming Yang 47 1 0 04 Jul 2024
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning Zhiyu Wu Jinshi Cui 44 2 0 22 Jun 2024
Co-training for Low Resource Scientific Natural Language Inference Mobashir Sadat Cornelia Caragea 35 0 0 20 Jun 2024
LayerMatch: Do Pseudo-labels Benefit All Layers? Chaoqi Liang Guanglei Yang Lifeng Qiao Zitong Huang Hongliang Yan Yunchao Wei W. Zuo 49 0 0 20 Jun 2024
Candidate Pseudolabel Learning: Enhancing Vision-Language Models by Prompt Tuning with Unlabeled Data Jiahan Zhang Qinglai Wei Feng Liu Lei Feng VLM 31 7 0 15 Jun 2024
IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce Wenxuan Ding Weiqi Wang Sze Heng Douglas Kwok Minghao Liu Tianqing Fang Jiaxin Bai Junxian He Yangqiu Song RALM 44 7 0 14 Jun 2024
Unveiling the Dynamics of Information Interplay in Supervised Learning Kun Song Zhiquan Tan Bochao Zou Huimin Ma Weiran Huang 38 2 0 06 Jun 2024
SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation Danni Yang Jiayi Ji Yiwei Ma Tianyu Guo Haowei Wang Xiaoshuai Sun Rongrong Ji ISeg VLM 39 5 0 03 Jun 2024
Generalized Semi-Supervised Learning via Self-Supervised Feature Adaptation Jiachen Liang Ruibing Hou Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen 39 4 0 31 May 2024
Smooth Pseudo-Labeling Nikolaos Karaliolios Hervé Le Borgne Florian Chabot 34 0 0 23 May 2024
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning Kai Gan Tong Wei 49 11 0 20 May 2024
Robust Semi-supervised Learning by Wisely Leveraging Open-set Data Yang Yang Nan Jiang Yi Tian Xu De-Chuan Zhan 36 17 0 11 May 2024
MaskMatch: Boosting Semi-Supervised Learning Through Mask Autoencoder-Driven Feature Learning Wenjin Zhang Keyi Li Sen Yang Chenyang Gao Wanzhao Yang Sifan Yuan I. Marsic 36 1 0 10 May 2024
Reinforcement Learning-Guided Semi-Supervised Learning Marzi Heidari Hanping Zhang Yuhong Guo OffRL 39 0 0 02 May 2024
VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning Shijie Fang Qianhan Feng Tong Lin 31 0 0 18 Apr 2024
InfoMatch: Entropy Neural Estimation for Semi-Supervised Image Classification Qi Han Zhibo Tian Chengwei Xia Kun Zhan SSL 32 5 0 17 Apr 2024
Incremental Self-training for Semi-supervised Learning Member Ieee Jifeng Guo Zhulin Liu Senior Member Ieee Tong Zhang F. I. C. L. Philip Chen CLL 33 3 0 14 Apr 2024
EPL: Evidential Prototype Learning for Semi-supervised Medical Image Segmentation Yuanpeng He EDL 39 2 0 09 Apr 2024
Do not trust what you trust: Miscalibration in Semi-supervised Learning Shambhavi Mishra Balamurali Murugesan Ismail Ben Ayed M. Pedersoli Jose Dolz 48 2 0 22 Mar 2024
Exploring Facial Expression Recognition through Semi-Supervised Pretraining and Temporal Modeling Jun-chen Yu Zhihong Wei Zhongpeng Cai Gongpeng Zhao Zerui Zhang Yongqi Wang Guochen Xie Jichao Zhu Wangyuan Zhu CVBM 32 10 0 18 Mar 2024
Adaptive Self-training Framework for Fine-grained Scene Graph Generation Kibum Kim Kanghoon Yoon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 41 8 0 18 Jan 2024
Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning Kuo Yang Duo Li Menghan Hu Guangtao Zhai Xiaokang Yang Xiao-Ping Zhang 35 0 0 09 Jan 2024
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
FAGC:Feature Augmentation on Geodesic Curve in the Pre-Shape Space Yuexing Han Guanxin Wan Bing Wang 21 5 0 06 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
Semi-supervised Semantic Segmentation via Boosting Uncertainty on Unlabeled Data Daoan Zhang Yunhao Luo Jiang Zhang UQCV 27 0 0 30 Nov 2023
Match me if you can: Semantic Correspondence Learning with Unpaired Images Jiwon Kim Byeongho Heo Sangdoo Yun Seungryong Kim Dongyoon Han 25 1 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
InstanT: Semi-supervised Learning with Instance-dependent Thresholds Muyang Li Runze Wu Haoyu Liu Jun-chen Yu Xun Yang Bo Han Tongliang Liu 34 17 0 29 Oct 2023