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 / 278 papers shown

Title
Class adaptive threshold and negative class guided noisy annotation robust Facial Expression Recognition Francisco Andrade Mário A. T. Figueiredo Bobbili Veerendra Raj Kumar S. Balasubramanian 52 1 0 03 May 2023
Implicit Counterfactual Data Augmentation for Deep Neural Networks Xiaoling Zhou Ou Wu OOD BDL CML 51 4 0 26 Apr 2023
Compensation Learning in Semantic Segmentation Timo Kaiser Christoph Reinders Bodo Rosenhahn NoLa 62 3 0 26 Apr 2023
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 40 1 0 20 Apr 2023
Collaborative Noisy Label Cleaner: Learning Scene-aware Trailers for Multi-modal Highlight Detection in Movies Bei Gan Xiujun Shu Ruizhi Qiao Haoqian Wu Keyun Chen Hanjun Li Bohan Ren 46 5 0 26 Mar 2023
Fairness Improves Learning from Noisily Labeled Long-Tailed Data Jiaheng Wei Zhaowei Zhu Gang Niu Tongliang Liu Sijia Liu Masashi Sugiyama Yang Liu 48 7 0 22 Mar 2023
Dynamics-Aware Loss for Learning with Label Noise Xiu-Chuan Li Xiaobo Xia Fei Zhu Tongliang Liu Xu-Yao Zhang Cheng-Lin Liu NoLa AI4CE 96 7 0 21 Mar 2023
PASS: Peer-Agreement based Sample Selection for training with Noisy Labels Arpit Garg Cuong C. Nguyen Rafael Felix Thanh-Toan Do G. Carneiro 46 2 0 20 Mar 2023
CroSel: Cross Selection of Confident Pseudo Labels for Partial-Label Learning Shiyun Tian Hongxin Wei Yiqun Wang Lei Feng 59 8 0 18 Mar 2023
VEIL: Vetting Extracted Image Labels from In-the-Wild Captions for Weakly-Supervised Object Detection Arushi Rai Adriana Kovashka 54 0 0 16 Mar 2023
Multimodal Data Integration for Oncology in the Era of Deep Neural Networks: A Review Asim Waqas Aakash Tripathi Ravichandran Ramachandran Paul Stewart Ghulam Rasool AI4CE 101 36 0 11 Mar 2023
Guiding Pseudo-labels with Uncertainty Estimation for Source-free Unsupervised Domain Adaptation Mattia Litrico Alessio Del Bue Pietro Morerio UQCV 87 62 0 07 Mar 2023
Fine-Grained Classification with Noisy Labels Qinglai Wei Lei Feng Haoliang Sun Ren Wang Chenhui Guo Yilong Yin NoLa 149 22 0 04 Mar 2023
VALERIAN: Invariant Feature Learning for IMU Sensor-based Human Activity Recognition in the Wild Yujiao Hao Boyu Wang Rong Zheng 113 4 0 03 Mar 2023
Learning with Noisy labels via Self-supervised Adversarial Noisy Masking Yuanpeng Tu Boshen Zhang Yuxi Li Liang Liu Jian Li Jiangning Zhang Yabiao Wang Chengjie Wang C. Zhao AAML NoLa 68 16 0 14 Feb 2023
Towards the Identifiability in Noisy Label Learning: A Multinomial Mixture Approach Cuong C. Nguyen Thanh-Toan Do G. Carneiro NoLa 65 0 0 04 Jan 2023
Learning Confident Classifiers in the Presence of Label Noise Asma Ahmed Hashmi Aigerim Zhumabayeva Nikita Kotelevskii A. Agafonov Mohammad Yaqub Maxim Panov Martin Takávc NoLa 138 2 0 02 Jan 2023
Asymmetric Co-teaching with Multi-view Consensus for Noisy Label Learning Fengbei Liu Yuanhong Chen Chong Wang Yu-Ching Tain G. Carneiro NoLa 86 0 0 01 Jan 2023
Improving group robustness under noisy labels using predictive uncertainty Dongpin Oh Dae Lee Jeunghyun Byun Bonggun Shin UQCV 60 3 0 14 Dec 2022
Mitigating Memorization of Noisy Labels by Clipping the Model Prediction Hongxin Wei Huiping Zhuang Renchunzi Xie Lei Feng Gang Niu Bo An Yixuan Li VLM NoLa 81 30 0 08 Dec 2022
PADDLES: Phase-Amplitude Spectrum Disentangled Early Stopping for Learning with Noisy Labels Huaxi Huang Hui-Sung Kang Sheng Liu Olivier Salvado Thierry Rakotoarivelo Dadong Wang Tongliang Liu NoLa 76 7 0 07 Dec 2022
Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning Gencer Sumbul Begüm Demir 72 7 0 02 Dec 2022
Model and Data Agreement for Learning with Noisy Labels Yuhang Zhang Weihong Deng Xingchen Cui Yunfeng Yin Hongzhi Shi Dongchao Wen NoLa 55 5 0 02 Dec 2022
SplitNet: Learnable Clean-Noisy Label Splitting for Learning with Noisy Labels Daehwan Kim Kwang-seok Ryoo Hansang Cho Seung Wook Kim NoLa 66 4 0 20 Nov 2022
TIER-A: Denoising Learning Framework for Information Extraction Yongkang Li M. Zhang 40 0 0 13 Nov 2022
Robust Training of Graph Neural Networks via Noise Governance Siyi Qian Haochao Ying Renjun Hu Jingbo Zhou Jintai Chen Danny Chen Jian Wu NoLa 103 37 0 12 Nov 2022
Learning advisor networks for noisy image classification Simone Ricci Tiberio Uricchio A. Bimbo NoLa 46 0 0 08 Nov 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture Jiayun Luo Boyang Albert Li Cyril Leung 110 15 0 20 Oct 2022
CNTN: Cyclic Noise-tolerant Network for Gait Recognition Weichen Yu Hongyuan Yu Yan Huang Chunshui Cao Liang Wang NoLa 67 3 0 13 Oct 2022
Label Noise-Robust Learning using a Confidence-Based Sieving Strategy Reihaneh Torkzadehmahani Reza Nasirigerdeh Daniel Rueckert Georgios Kaissis NoLa 76 7 0 11 Oct 2022
Tackling Instance-Dependent Label Noise with Dynamic Distribution Calibration Manyi Zhang Yuxin Ren Zihao Wang C. Yuan 73 4 0 11 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 80 51 0 09 Oct 2022
Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes Zhaowei Zhu Yuanshun Yao Jiankai Sun Hanguang Li Yang Liu 82 24 0 06 Oct 2022
The Dynamic of Consensus in Deep Networks and the Identification of Noisy Labels Daniel Shwartz Uri Stern D. Weinshall NoLa 79 2 0 02 Oct 2022
Combating Noisy Labels in Long-Tailed Image Classification Chaowei Fang Lechao Cheng Huiyan Qi Dingwen Zhang NoLa 47 2 0 01 Sep 2022
Self-Filtering: A Noise-Aware Sample Selection for Label Noise with Confidence Penalization Qinglai Wei Haoliang Sun Xiankai Lu Yilong Yin NoLa 36 45 0 24 Aug 2022
ADMoE: Anomaly Detection with Mixture-of-Experts from Noisy Labels Yue Zhao Guoqing Zheng Subhabrata Mukherjee R. McCann Ahmed Hassan Awadallah NoLa 50 25 0 24 Aug 2022
Learning from Noisy Labels with Coarse-to-Fine Sample Credibility Modeling Boshen Zhang Yuxi Li Yuanpeng Tu Jinlong Peng Yabiao Wang Cunlin Wu Yanghua Xiao Cairong Zhao NoLa 67 7 0 23 Aug 2022
Dynamic Adaptive Threshold based Learning for Noisy Annotations Robust Facial Expression Recognition Darshan Gera Kumar Badveeti Bobbili Veerendra S. Balasubramanian 56 6 0 22 Aug 2022
DiscrimLoss: A Universal Loss for Hard Samples and Incorrect Samples Discrimination Tingting Wu Xiao Ding Hao Zhang Jin-Fang Gao Li Du Bing Qin Ting Liu 55 9 0 21 Aug 2022
PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation Shuwei Zhai Guotai Wang Xiangde Luo Qian Yue Kang Li Shaoting Zhang 3DPC 67 25 0 11 Aug 2022
Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels Ganlong Zhao Guanbin Li Yipeng Qin Feng Liu Yizhou Yu NoLa 69 23 0 29 Jul 2022
On the Effects of Different Types of Label Noise in Multi-Label Remote Sensing Image Classification Tom Burgert Mahdyar Ravanbakhsh Begüm Demir NoLa 55 18 0 28 Jul 2022
Identifying Hard Noise in Long-Tailed Sample Distribution Xuanyu Yi Kaihua Tang Xiansheng Hua J. Lim Hanwang Zhang 65 23 0 27 Jul 2022
Jigsaw-ViT: Learning Jigsaw Puzzles in Vision Transformer Yingyi Chen Xiaoke Shen Yahui Liu Qinghua Tao Johan A. K. Suykens AAML ViT 46 24 0 25 Jul 2022
Learning from Data with Noisy Labels Using Temporal Self-Ensemble Jun Ho Lee J. Baik Taebaek Hwang J. Choi NoLa 45 1 0 21 Jul 2022
Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition Yuhang Zhang Chengrui Wang Xu Ling Weihong Deng 90 143 0 21 Jul 2022
ProMix: Combating Label Noise via Maximizing Clean Sample Utility Rui Xiao Yiwen Dong Haobo Wang Lei Feng Runze Wu Gang Chen Jiaqi Zhao 68 57 0 21 Jul 2022
Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition Qinying Liu Zilei Wang 81 9 0 20 Jul 2022
ProSelfLC: Progressive Self Label Correction Towards A Low-Temperature Entropy State Xinshao Wang Yang Hua Elyor Kodirov S. Mukherjee David Clifton N. Robertson 77 6 0 30 Jun 2022