Evaluating Multi-label Classifiers with Noisy Labels

16 February 2021

Papers citing "Evaluating Multi-label Classifiers with Noisy Labels"

30 / 30 papers shown

Title
Asymmetric Loss For Multi-Label Classification Emanuel Ben-Baruch T. Ridnik Nadav Zamir Asaf Noy Itamar Friedman M. Protter Lihi Zelnik-Manor 86 540 0 29 Sep 2020
Learning from Noisy Labels with Deep Neural Networks: A Survey Hwanjun Song Minseok Kim Dongmin Park Yooju Shin Jae-Gil Lee NoLa 109 987 0 16 Jul 2020
Disentangled Variational Autoencoder based Multi-Label Classification with Covariance-Aware Multivariate Probit Model Junwen Bai Shufeng Kong Carla P. Gomes DRL 54 53 0 12 Jul 2020
Towards Noise-resistant Object Detection with Noisy Annotations Junnan Li Caiming Xiong R. Socher Guosheng Lin ObjD NoLa 131 31 0 03 Mar 2020
Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification Renchun You Zhiyao Guo Lei Cui Xiang Long Sid Ying-Ze Bao Shilei Wen 69 184 0 17 Dec 2019
Multi-Label Classification with Label Graph Superimposing Ya Wang Dongliang He Fu Li Xiang Long Zhichao Zhou Jinwen Ma Shilei Wen 72 168 0 21 Nov 2019
Curriculum Loss: Robust Learning and Generalization against Label Corruption Yueming Lyu Ivor W. Tsang NoLa 101 172 0 24 May 2019
Neural Message Passing for Multi-Label Classification Jack Lanchantin Arshdeep Sekhon Yanjun Qi 59 38 0 17 Apr 2019
Multi-Label Image Recognition with Graph Convolutional Networks Zhao-Min Chen Xiu-Shen Wei Peng Wang Yanwen Guo 98 1,001 0 07 Apr 2019
An Effective Label Noise Model for DNN Text Classification Ishan Jindal Daniel Pressel Brian Lester M. Nokleby NoLa 67 49 0 18 Mar 2019
Efficient Training on Very Large Corpora via Gramian Estimation Walid Krichene Nicolas Mayoraz Steffen Rendle Li Zhang Xinyang Yi Lichan Hong Ed H. Chi John R. Anderson 52 48 0 18 Jul 2018
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels Zhilu Zhang M. Sabuncu NoLa 83 2,602 0 20 May 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 49 390 0 10 May 2018
End-to-End Learning for the Deep Multivariate Probit Model Di Chen Yexiang Xue Carla P. Gomes 55 22 0 22 Mar 2018
Deep Learning from Noisy Image Labels with Quality Embedding Jiangchao Yao Jiajie Wang Ivor Tsang Ya Zhang Jun-wei Sun Chengqi Zhang Rui Zhang NoLa 75 121 0 02 Nov 2017
Multi-Entity Dependence Learning with Rich Context via Conditional Variational Auto-encoder Luming Tang Yexiang Xue Di Chen Carla P. Gomes 33 15 0 17 Sep 2017
Learning Spread-out Local Feature Descriptors Xu-Yao Zhang Felix X. Yu Sanjiv Kumar Shih-Fu Chang 62 143 0 21 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
WebVision Challenge: Visual Learning and Understanding With Web Data Wen Li Limin Wang Wei Li E. Agustsson Jesse Berent Abhinav Gupta Rahul Sukthankar Luc Van Gool VLM 45 19 0 16 May 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 593 7,455 0 04 Apr 2017
Learning From Noisy Large-Scale Datasets With Minimal Supervision Andreas Veit N. Alldrin Gal Chechik Ivan Krasin Abhinav Gupta Serge J. Belongie 136 479 0 06 Jan 2017
Understanding deep learning requires rethinking generalization Chiyuan Zhang Samy Bengio Moritz Hardt Benjamin Recht Oriol Vinyals HAI 339 4,629 0 10 Nov 2016
Deep Multi-Species Embedding Di Chen Yexiang Xue Shuo Chen Daniel Fink Carla P. Gomes 39 48 0 28 Sep 2016
CNN-RNN: A Unified Framework for Multi-label Image Classification Jiang Wang Yi Yang Junhua Mao Zhiheng Huang Chang Huang Wenyuan Xu SSL 90 1,163 0 15 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,115 0 22 Dec 2014
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.7K 39,547 0 01 Sep 2014
Large-scale Multi-label Text Classification - Revisiting Neural Networks Jinseok Nam Jungi Kim E. Mencía Iryna Gurevych Johannes Furnkranz 76 364 0 19 Dec 2013
Deep Convolutional Ranking for Multilabel Image Annotation Yunchao Gong Yangqing Jia Thomas Leung Alexander Toshev Sergey Ioffe VLM 127 433 0 17 Dec 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 677 31,512 0 16 Jan 2013