Meta Soft Label Generation for Noisy Labels

11 July 2020

Papers citing "Meta Soft Label Generation for Noisy Labels"

23 / 23 papers shown

Title
Robust Testing for Deep Learning using Human Label Noise Gordon Lim Stefan Larson Kevin Leach NoLa 63 0 0 29 Nov 2024
Meta-Learn Unimodal Signals with Weak Supervision for Multimodal Sentiment Analysis Sijie Mai Yu Zhao Ying Zeng Jianhua Yao Haifeng Hu 25 2 0 28 Aug 2024
FlexSSL : A Generic and Efficient Framework for Semi-Supervised Learning Huiling Qin Xianyuan Zhan Yuanxun Li Yu Zheng 17 0 0 28 Dec 2023
Enhanced Meta Label Correction for Coping with Label Corruption Mitchell Keren Taraday Chaim Baskin 34 0 0 22 May 2023
Learning from Noisy Labels with Decoupled Meta Label Purifier Yuanpeng Tu Boshen Zhang Yuxi Li Liang Liu Jian Li Yabiao Wang Chengjie Wang C. Zhao NoLa 33 27 0 14 Feb 2023
Selective classification using a robust meta-learning approach Nishant Jain Karthikeyan Shanmugam Pradeep Shenoy OOD 21 2 0 12 Dec 2022
A Survey of Computer Vision Technologies In Urban and Controlled-environment Agriculture Jiayun Luo Boyang Albert Li Cyril Leung 43 10 0 20 Oct 2022
CNTN: Cyclic Noise-tolerant Network for Gait Recognition Weichen Yu Hongyuan Yu Yan Huang Chunshui Cao Liang Wang NoLa 28 3 0 13 Oct 2022
Maximising the Utility of Validation Sets for Imbalanced Noisy-label Meta-learning D. Hoang Cuong C. Nguyen Cuong Nguyen anh Belagiannis Vasileios G. Carneiro 13 2 0 17 Aug 2022
Gradient-based Bi-level Optimization for Deep Learning: A Survey Can Chen Xiangshan Chen Chen-li Ma Zixuan Liu Xue Liu 76 35 0 24 Jul 2022
Deep Learning with Label Noise: A Hierarchical Approach Li-Wei Chen Ningyuan Huang Cong Mu Hayden S. Helm Kate Lytvynets Weiwei Yang Carey E. Priebe NoLa 17 1 0 28 May 2022
L2B: Learning to Bootstrap Robust Models for Combating Label Noise Yuyin Zhou Xianhang Li Fengze Liu Qingyue Wei Xuxi Chen Lequan Yu Cihang Xie M. Lungren Lei Xing NoLa 32 3 0 09 Feb 2022
Adaptive Mixing of Auxiliary Losses in Supervised Learning D. Sivasubramanian Ayush Maheshwari Pradeep Shenoy A. Prathosh Ganesh Ramakrishnan 19 5 0 07 Feb 2022
Generalized Data Weighting via Class-level Gradient Manipulation Can Chen Shuhao Zheng Xi Chen Erqun Dong Xue Liu Hao Liu Dejing Dou 11 24 0 29 Oct 2021
PropMix: Hard Sample Filtering and Proportional MixUp for Learning with Noisy Labels F. Cordeiro Vasileios Belagiannis Ian Reid G. Carneiro NoLa 14 18 0 22 Oct 2021
Breaking the Dilemma of Medical Image-to-image Translation Lingke Kong Chenyu Lian Detian Huang Zhenjiang Li Yanle Hu Qichao Zhou GAN MedIm 56 136 0 13 Oct 2021
Noise-Resistant Deep Metric Learning with Probabilistic Instance Filtering Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui C. Miao NoLa 8 0 0 03 Aug 2021
kNet: A Deep kNN Network To Handle Label Noise Itzik Mizrahi S. Avidan NoLa 13 0 0 20 Jul 2021
Noise-resistant Deep Metric Learning with Ranking-based Instance Selection Chang-rui Liu Han Yu Boyang Albert Li Zhiqi Shen Zhanning Gao Peiran Ren Xuansong Xie Li-zhen Cui C. Miao NoLa 17 38 0 30 Mar 2021
MetaLabelNet: Learning to Generate Soft-Labels from Noisy-Labels G. Algan ilkay Ulusoy NoLa 11 12 0 19 Mar 2021
Deep Learning from Small Amount of Medical Data with Noisy Labels: A Meta-Learning Approach G. Algan ilkay Ulusoy Şaban Gönül Banu Turgut B. Bakbak NoLa 9 3 0 14 Oct 2020
Image Classification with Deep Learning in the Presence of Noisy Labels: A Survey G. Algan ilkay Ulusoy NoLa VLM 19 321 0 11 Dec 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,659 0 09 Mar 2017