v1v2v3 (latest)

Combating noisy labels by agreement: A joint training method with co-regularization

5 March 2020

Papers citing "Combating noisy labels by agreement: A joint training method with co-regularization"

50 / 280 papers shown

Title
Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval CH Cho WJ Moon W Jun MS Jung JP Heo 7 0 0 09 Jun 2025
RoNFA: Robust Neural Field-based Approach for Few-Shot Image Classification with Noisy Labels Nan Xiang Lifeng Xing Dequan Jin NoLa 26 0 0 03 Jun 2025
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement Liqin Ye Agam Shah Chao Zhang Sudheer Chava 53 0 0 26 May 2025
MoMBS: Mixed-order minibatch sampling enhances model training from diverse-quality images Han Li Hu Han S.Kevin Zhou 73 0 0 24 May 2025
Mitigating Spurious Correlations with Causal Logit Perturbation Xiaoling Zhou Wei Ye Rui Xie Shikun Zhang CML 89 0 0 21 May 2025
Reinforced Interactive Continual Learning via Real-time Noisy Human Feedback Yutao Yang Jie Zhou Junsong Li Qianjun Pan Bihao Zhan Qin Chen Xipeng Qiu Liang He CLL 48 0 0 15 May 2025
Enhanced Sample Selection with Confidence Tracking: Identifying Correctly Labeled yet Hard-to-Learn Samples in Noisy Data Weiran Pan Wei Wei Feida Zhu Yong Deng NoLa 575 0 0 24 Apr 2025
Segmentation with Noisy Labels via Spatially Correlated Distributions Ryu Tadokoro Tsukasa Takagi Shin-ichi Maeda 59 0 0 21 Apr 2025
Robust Classification with Noisy Labels Based on Posterior Maximization Nicola Novello Andrea M. Tonello NoLa 88 0 0 09 Apr 2025
ATM-Net: Anatomy-Aware Text-Guided Multi-Modal Fusion for Fine-Grained Lumbar Spine Segmentation Sheng Lian Dengfeng Pan Jianlong Cai Guang-Yong Chen Zhun Zhong Zhiming Luo Shen Zhao Shuo Li 82 1 0 04 Apr 2025
Classifying Long-tailed and Label-noise Data via Disentangling and Unlearning Chen Shu Mengke Li Yiqun Zhang Yang Lu Bo Han Yiu-ming Cheung Hanzi Wang NoLa 88 0 0 14 Mar 2025
Learning from Noisy Labels with Contrastive Co-Transformer Yan Han S. Roy Mehrtash Harandi L. Petersson NoLa 102 0 0 04 Mar 2025
Sample Selection via Contrastive Fragmentation for Noisy Label Regression C. Kim Sangwoo Moon Jihwan Moon Dongyeon Woo Gunhee Kim NoLa 178 0 0 25 Feb 2025
Imbalanced Medical Image Segmentation with Pixel-dependent Noisy Labels Erjian Guo Zicheng Wang Zhen Zhao Luping Zhou NoLa 168 0 0 12 Jan 2025
Open set label noise learning with robust sample selection and margin-guided module Yuandi Zhao Qianxi Xia Yang Sun Zhijie Wen Liyan Ma Shihui Ying NoLa 94 0 0 08 Jan 2025
Combating Label Noise With A General Surrogate Model For Sample Selection Chao Liang Linchao Zhu Humphrey Shi Yi Yang VLM NoLa 109 2 0 31 Dec 2024
Learning Causal Transition Matrix for Instance-dependent Label Noise Jiahui Li Tai-wei Chang Kun Kuang Ximing Li Long Chen Zhiqiang Zhang NoLa CML 531 0 0 18 Dec 2024
Combating Semantic Contamination in Learning with Label Noise Wenxiao Fan Kan Li NoLa 531 0 0 16 Dec 2024
Optimized Gradient Clipping for Noisy Label Learning Xichen Ye Yifan Wu Weizhong Zhang Xiaoqiang Li Yifan Chen Cheng Jin NoLa 152 1 0 12 Dec 2024
Curriculum Fine-tuning of Vision Foundation Model for Medical Image Classification Under Label Noise Yeonguk Yu Minhwan Ko Sungho Shin Kangmin Kim K. Lee NoLa 115 2 0 29 Nov 2024
Federated Learning Client Pruning for Noisy Labels Mahdi Morafah Hojin Chang Chong Chen Bill Lin 98 1 0 11 Nov 2024
ANNE: Adaptive Nearest Neighbors and Eigenvector-based Sample Selection for Robust Learning with Noisy Labels F. Cordeiro G. Carneiro NoLa 62 1 0 03 Nov 2024
Self-Relaxed Joint Training: Sample Selection for Severity Estimation with Ordinal Noisy Labels Shumpei Takezaki Kiyohito Tanaka S. Uchida NoLa 57 0 0 29 Oct 2024
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections Keryan Chelouche Marie Lachaize Marine Bernard Louise Olgiati Remi Cuingnet NoLa 53 0 0 10 Oct 2024
Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future Long Chen Yuzhi Huang Junyu Dong Qi Xu Sam Kwong Huimin Lu Huchuan Lu Chongyi Li 70 3 0 08 Oct 2024
CPFD: Confidence-aware Privileged Feature Distillation for Short Video Classification Jinghao Shi Xiang Shen Kaili Zhao Xuedong Wang Vera Wen Zixuan Wang Yifan Wu Zhixin Zhang 130 0 0 03 Oct 2024
Vision-Language Models are Strong Noisy Label Detectors Tong Wei Haoyang Li Chun-Shu Li Jiang-Xin Shi Yu-Feng Li Min-Ling Zhang VLM 73 9 0 29 Sep 2024
May the Forgetting Be with You: Alternate Replay for Learning with Noisy Labels Monica Millunzi Lorenzo Bonicelli Angelo Porrello Jacopo Credi Petter N. Kolm Simone Calderara CLL 78 3 0 26 Aug 2024
Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags Shunsuke Kubo Shinnosuke Matsuo D. Suehiro Kazuhiro Terada Hiroaki Ito Akihiko Yoshizawa Ryoma Bise 142 0 0 26 Aug 2024
An Embedding is Worth a Thousand Noisy Labels Francesco Di Salvo Sebastian Doerrich Ines Rieger Christian Ledig NoLa 153 0 0 26 Aug 2024
Automatic Dataset Construction (ADC): Sample Collection, Data Curation, and Beyond Minghao Liu Zonglin Di Jiaheng Wei Zhongruo Wang Hengxiang Zhang ... Haobo Wang Lei Feng Jindong Wang James Davis Yang Liu 80 13 0 21 Aug 2024
Robust Deep Hawkes Process under Label Noise of Both Event and Occurrence Jue Chen Bin Li Xihe Qiu Jingjing Huang Yinghui Xu Wei Chu NoLa 63 0 0 24 Jul 2024
AsyCo: An Asymmetric Dual-task Co-training Model for Partial-label Learning Beibei Li Yiyuan Zheng Beihong Jin Tao Xiang Haobo Wang Lei Feng 44 1 0 21 Jul 2024
Hierarchical and Decoupled BEV Perception Learning Framework for Autonomous Driving Yuqi Dai Jian Sun Shengbo Eben Li Qing Xu Jianqiang Wang Lei He Keqiang Li 76 2 0 17 Jul 2024
Learning with Instance-Dependent Noisy Labels by Anchor Hallucination and Hard Sample Label Correction Po-Hsuan Huang Chia-Ching Lin Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen NoLa 78 0 0 10 Jul 2024
Robust Learning under Hybrid Noise Yang Wei Shuo Chen Shanshan Ye Bo Han Chen Gong NoLa 70 1 0 04 Jul 2024
Foster Adaptivity and Balance in Learning with Noisy Labels Mengmeng Sheng Zeren Sun Tao Chen Shuchao Pang Yucheng Wang Yazhou Yao 81 3 0 03 Jul 2024
Learning with Noisy Ground Truth: From 2D Classification to 3D Reconstruction Yangdi Lu Wenbo He 3DV 67 0 0 23 Jun 2024
Are We There Yet? A Brief Survey of Music Emotion Prediction Datasets, Models and Outstanding Challenges Jaeyong Kang Dorien Herremans 78 3 0 13 Jun 2024
NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise Zhonghao Wang Danyu Sun Sheng Zhou Haobo Wang Jiapei Fan Longtao Huang Jiajun Bu NoLa 60 3 0 06 Jun 2024
Slight Corruption in Pre-training Data Makes Better Diffusion Models Hao Chen Yujin Han Diganta Misra Xiang Li Kai Hu Difan Zou Masashi Sugiyama Jindong Wang Bhiksha Raj DiffM 107 5 0 30 May 2024
Jump-teaching: Ultra Efficient and Robust Learning with Noisy Label Kangye Ji Fei Cheng Zeqing Wang Bohu Huang NoLa 76 0 0 27 May 2024
CoR-GS: Sparse-View 3D Gaussian Splatting via Co-Regularization Jiawei Zhang Jiahe Li Xiaohan Yu Lei Huang Lin Gu Jin Zheng Xiao Bai 134 27 0 20 May 2024
Targeted Augmentation for Low-Resource Event Extraction Sijia Wang Lifu Huang 62 2 0 14 May 2024
Noisy Node Classification by Bi-level Optimization based Multi-teacher Distillation Yujing Liu Zongqian Wu Zhengyu Lu Ci Nie Guoqiu Wen Ping Hu Xiaofeng Zhu 87 1 0 27 Apr 2024
Boosting Model Resilience via Implicit Adversarial Data Augmentation Xiaoling Zhou Wei Ye Zhemg Lee Rui Xie Shi-Bo Zhang 69 2 0 25 Apr 2024
Uncertainty-guided Open-Set Source-Free Unsupervised Domain Adaptation with Target-private Class Segregation Mattia Litrico Davide Talon Sebastiano Battiato Alessio Del Bue M. Giuffrida Pietro Morerio UQCV 60 0 0 16 Apr 2024
Noisy Label Processing for Classification: A Survey Mengting Li Chuang Zhu NoLa 95 1 0 05 Apr 2024
FedFixer: Mitigating Heterogeneous Label Noise in Federated Learning Xinyuan Ji Zhaowei Zhu Wei Xi Olga Gadyatskaya Zilong Song Yong Cai Yang Liu FedML 95 8 0 25 Mar 2024
Group Benefits Instances Selection for Data Purification Zhenhuang Cai Chuanyi Zhang Dan Huang Yuanbo Chen Xiuyun Guan Yazhou Yao NoLa 71 0 0 23 Mar 2024