Exploiting Context for Robustness to Label Noise in Active Learning

Exploiting Context for Robustness to Label Noise in Active Learning

18 October 2020

S. Chandrasekaran

B. S. Manjunath

Amit K. Roy-Chowdhury

ArXiv (abs)PDF HTML

Papers citing "Exploiting Context for Robustness to Label Noise in Active Learning"

14 / 14 papers shown

Title
State-Relabeling Adversarial Active Learning Beichen Zhang Liang Li Shijie Yang Shuhui Wang Zhengjun Zha Qingming Huang 63 128 0 10 Apr 2020
Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision Denis A. Gudovskiy Alec Hodgkinson Takuya Yamaguchi Sotaro Tsukizawa FedML 46 59 0 01 Mar 2020
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 85 660 0 09 May 2019
Context-Aware Query Selection for Active Learning in Event Recognition Mahmudul Hasan S. Paul Anastasios I. Mourikis Amit K. Roy-Chowdhury 35 16 0 09 Apr 2019
Variational Adversarial Active Learning Samarth Sinha Sayna Ebrahimi Trevor Darrell GAN DRL VLM SSL 122 579 0 31 Mar 2019
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 73 1,735 0 08 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 480 22,134 0 09 Dec 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,322 0 10 Dec 2015
Hierarchical Subquery Evaluation for Active Learning on a Graph Oisin Mac Aodha Neill D. F. Campbell Jan Kautz Gabriel J. Brostow 50 102 0 30 Apr 2015
Beyond Disagreement-based Agnostic Active Learning Chicheng Zhang Kamalika Chaudhuri 160 86 0 10 Jul 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 419 43,777 0 01 May 2014
Active and passive learning of linear separators under log-concave distributions Maria-Florina Balcan Philip M. Long 83 148 0 06 Nov 2012
Identifying Mislabeled Training Data C. Brodley M. Friedl 109 970 0 01 Jun 2011
Agnostic Active Learning Without Constraints A. Beygelzimer Daniel J. Hsu John Langford Tong Zhang VLM 120 180 0 14 Jun 2010

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