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
Tackling Noisy Labels with Network Parameter Additive Decomposition Jingyi Wang Xiaobo Xia Long Lan Xinghao Wu Jun-chen Yu Wenjing Yang Bo Han Tongliang Liu NoLa 65 9 0 20 Mar 2024
Textual Knowledge Matters: Cross-Modality Co-Teaching for Generalized Visual Class Discovery Haiyang Zheng Nan Pu Wenjing Li N. Sebe Zhun Zhong 91 7 0 12 Mar 2024
Dirichlet-based Per-Sample Weighting by Transition Matrix for Noisy Label Learning Heesun Bae Seungjae Shin Byeonghu Na Il-Chul Moon NoLa 91 3 0 05 Mar 2024
Addressing Long-Tail Noisy Label Learning Problems: a Two-Stage Solution with Label Refurbishment Considering Label Rarity Ying-Hsuan Wu Jun-Wei Hsieh Li Xin Shin-You Teng Yi-Kuan Hsieh Ming-Ching Chang NoLa 124 0 0 04 Mar 2024
SURE: SUrvey REcipes for building reliable and robust deep networks Yuting Li Yingyi Chen Xuanlong Yu Dexiong Chen Xi Shen UQCV OOD 77 4 0 01 Mar 2024
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning Xiaoyu Liu Beitong Zhou Cheng Cheng 73 3 0 27 Feb 2024
Fairness Without Harm: An Influence-Guided Active Sampling Approach Jinlong Pang Jialu Wang Zhaowei Zhu Yuanshun Yao Chen Qian Yang Liu TDI 76 5 0 20 Feb 2024
Learning with Imbalanced Noisy Data by Preventing Bias in Sample Selection Huafeng Liu Mengmeng Sheng Zeren Sun Yazhou Yao Xian-Sheng Hua Jikang Cheng NoLa 58 6 0 17 Feb 2024
Understanding and Mitigating the Bias in Sample Selection for Learning with Noisy Labels Qinglai Wei Lei Feng Haobo Wang Bo An NoLa 78 1 0 24 Jan 2024
P2Seg: Pointly-supervised Segmentation via Mutual Distillation Zipeng Wang Xuehui Yu Xumeng Han Wenwen Yu Zhixun Huang Jianbin Jiao Zhenjun Han 64 0 0 18 Jan 2024
KADEL: Knowledge-Aware Denoising Learning for Commit Message Generation Wei Tao Yucheng Zhou Yanlin Wang Hongyu Zhang Haofen Wang Wenqiang Zhang 58 13 0 16 Jan 2024
How does self-supervised pretraining improve robustness against noisy labels across various medical image classification datasets? Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 43 1 0 15 Jan 2024
CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidance Dongyu Zhang Ruofan Hu Elke A. Rundensteiner 72 0 0 10 Jan 2024
Learning with Noisy Labels: Interconnection of Two Expectation-Maximizations Heewon Kim Hyun Sung Chang Kiho Cho Jaeyun Lee Bohyung Han NoLa 53 3 0 09 Jan 2024
Sample selection with noise rate estimation in noise learning of medical image analysis Maolin Li G. Tarroni OOD 62 0 0 23 Dec 2023
Federated Learning with Instance-Dependent Noisy Label Lei Wang Jieming Bian Jie Xu FedML 85 11 0 16 Dec 2023
Adaptive Integration of Partial Label Learning and Negative Learning for Enhanced Noisy Label Learning Mengmeng Sheng Zeren Sun Zhenhuang Cai Tao Chen Yichao Zhou Yazhou Yao 75 17 0 15 Dec 2023
ERASE: Error-Resilient Representation Learning on Graphs for Label Noise Tolerance Ling-Hao Chen Yuanshuo Zhang Taohua Huang Liangcai Su Zeyi Lin Xi Xiao Xiaobo Xia Tongliang Liu NoLa 109 9 0 13 Dec 2023
CSOT: Curriculum and Structure-Aware Optimal Transport for Learning with Noisy Labels Wanxing Chang Ye-ling Shi Jingya Wang OT 79 12 0 11 Dec 2023
Overcoming Label Noise for Source-free Unsupervised Video Domain Adaptation A. Dasgupta C. V. Jawahar Karteek Alahari TTA VLM 95 10 0 30 Nov 2023
Unmasking and Improving Data Credibility: A Study with Datasets for Training Harmless Language Models Zhaowei Zhu Jialu Wang Hao Cheng Yang Liu 82 20 0 19 Nov 2023
Improving the Robustness of Distantly-Supervised Named Entity Recognition via Uncertainty-Aware Teacher Learning and Student-Student Collaborative Learning Shuzheng Si Shuzheng Si Haozhe Zhao Shuang Zeng Kaikai An Zefan Cai Baobao Chang NoLa 93 3 0 14 Nov 2023
Resist Label Noise with PGM for Graph Neural Networks Qingqing Ge Jianxiang Yu Zeyuan Zhao Xiang Li NoLa AAML 61 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 63 23 0 02 Nov 2023
Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy Dongmin Park Seola Choi Doyoung Kim Hwanjun Song Jae-Gil Lee NoLa 125 22 0 02 Nov 2023
Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning Yihua Zhang Yimeng Zhang Aochuan Chen Jinghan Jia Jiancheng Liu Gaowen Liu Min-Fong Hong Shiyu Chang Sijia Liu AAML 104 9 0 13 Oct 2023
ASM: Adaptive Sample Mining for In-The-Wild Facial Expression Recognition Ziyang Zhang Xiao Sun Liuwei An Meng Wang 74 2 0 09 Oct 2023
Quantifying and mitigating the impact of label errors on model disparity metrics Julius Adebayo Melissa Hall Bowen Yu Bobbie Chern 63 11 0 04 Oct 2023
Learning with Noisy Labels for Human Fall Events Classification: Joint Cooperative Training with Trinity Networks Leiyu Xie Yang Sun S. M. Naqvi NoLa 38 0 0 27 Sep 2023
Towards Robust Few-shot Point Cloud Semantic Segmentation Yating Xu Na Zhao Gim Hee Lee 3DPC 51 3 0 20 Sep 2023
Dual-view Curricular Optimal Transport for Cross-lingual Cross-modal Retrieval Yabing Wang Shuhui Wang Hao Luo Jianfeng Dong F. Wang Meng Han Xun Wang Meng Wang 76 9 0 11 Sep 2023
Regularly Truncated M-estimators for Learning with Noisy Labels Xiaobo Xia Pengqian Lu Chen Gong Bo Han Jun-chen Yu Jun Yu Tongliang Liu NoLa 90 13 0 02 Sep 2023
Late Stopping: Avoiding Confidently Learning from Mislabeled Examples Suqin Yuan Lei Feng Tongliang Liu NoLa 65 13 0 26 Aug 2023
Improving Medical Image Classification in Noisy Labels Using Only Self-supervised Pretraining Bidur Khanal Binod Bhattarai Bishesh Khanal Cristian A. Linte NoLa 91 8 0 08 Aug 2023
Partial Label Supervision for Agnostic Generative Noisy Label Learning Fengbei Liu Chong Wang Yuanhong Chen Yuyuan Liu G. Carneiro NoLa 82 1 0 02 Aug 2023
Federated Learning for Data and Model Heterogeneity in Medical Imaging Hussain Ahmad Madni Rao Muhammad Umer G. Foresti FedML 76 5 0 31 Jul 2023
Training-based Model Refinement and Representation Disagreement for Semi-Supervised Object Detection S. M. Marvasti-Zadeh Nilanjan Ray Nadir Erbilgin 83 1 0 25 Jul 2023
Multimodal Imbalance-Aware Gradient Modulation for Weakly-supervised Audio-Visual Video Parsing Jie Fu Junyu Gao Changsheng Xu 106 9 0 05 Jul 2023
MILD: Modeling the Instance Learning Dynamics for Learning with Noisy Labels Chuanyan Hu Shipeng Yan Zhitong Gao Xuming He NoLa 82 5 0 20 Jun 2023
Label-noise-tolerant medical image classification via self-attention and self-supervised learning Hongyang Jiang Mengdi Gao Yan Hu Qi Ren Zhaoheng Xie Jiang-Dong Liu NoLa 67 4 0 16 Jun 2023
Partial-Label Regression Xin Cheng Deng-Bao Wang Lei Feng Min-Ling Zhang Bo An 33 2 0 15 Jun 2023
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision Yuhao Wu Xiaobo Xia Jun Yu Bo Han Gang Niu Masashi Sugiyama Tongliang Liu 85 3 0 12 Jun 2023
Binary Classification with Instance and Label Dependent Label Noise H. Im Paul Grigas NoLa 100 2 0 06 Jun 2023
DyGen: Learning from Noisy Labels via Dynamics-Enhanced Generative Modeling Yuchen Zhuang Yue Yu Lingkai Kong Xiang Chen Chao Zhang NoLa SyDa AI4CE 93 13 0 30 May 2023
ReSup: Reliable Label Noise Suppression for Facial Expression Recognition Xiang Zhang Yan Lu Huan Yan Jingyang Huang Yusheng Ji Yu Gu 82 3 0 29 May 2023
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE Qin Liu Fei Wang Chaowei Xiao Muhao Chen AAML 99 23 0 24 May 2023
Mitigating Label Noise through Data Ambiguation Julian Lienen Eyke Hüllermeier NoLa 64 7 0 23 May 2023
Robust Saliency-Aware Distillation for Few-shot Fine-grained Visual Recognition Haiqi Liu Chong Chen Xinrong Gong Tong Zhang 77 12 0 12 May 2023
A Survey on the Robustness of Computer Vision Models against Common Corruptions Shunxin Wang Raymond N. J. Veldhuis Christoph Brune N. Strisciuglio OOD VLM 121 14 0 10 May 2023
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation Tao Chen Yazhou Yao Jinhui Tang 72 32 0 09 May 2023