Multi-Domain Active Learning: Literature Review and Comparative Study

Multi-Domain Active Learning: Literature Review and Comparative Study

25 June 2021

Papers citing "Multi-Domain Active Learning: Literature Review and Comparative Study"

19 / 19 papers shown

Title
Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization Wenjie Chen Shengcai Liu Yew-Soon Ong Jiaheng Zhang K. Tang 68 6 0 27 Aug 2023
Mitigating Sampling Bias and Improving Robustness in Active Learning R. Krishnan Alok Sinha Nilesh A. Ahuja Mahesh Subedar Omesh Tickoo R. Iyer 24 9 0 13 Sep 2021
Batch Active Learning at Scale Gui Citovsky Giulia DeSalvo Claudio Gentile Lazaros Karydas Anand Rajagopalan Afshin Rostamizadeh Sanjiv Kumar 53 153 0 29 Jul 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 178 1,198 0 02 Mar 2021
Conditional Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby OOD GAN 22 18 0 19 Feb 2021
BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning Andreas Kirsch Joost R. van Amersfoort Y. Gal FedML 72 624 0 19 Jun 2019
Learning Loss for Active Learning Donggeun Yoo In So Kweon UQCV 70 658 0 09 May 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation Yingwei Pan Ting Yao Yehao Li Yu Wang Chong-Wah Ngo Tao Mei 81 342 0 25 Apr 2019
Diverse mini-batch Active Learning Fedor Zhdanov 52 153 0 17 Jan 2019
Adversarial Active Learning for Deep Networks: a Margin Based Approach Mélanie Ducoffe F. Precioso GAN AAML 100 272 0 27 Feb 2018
Unified Deep Supervised Domain Adaptation and Generalization Saeid Motiian Marco Piccirilli Donald Adjeroh Gianfranco Doretto OOD 86 783 0 28 Sep 2017
A Survey on Multi-Task Learning Yu Zhang Qiang Yang AIMat 400 2,196 0 25 Jul 2017
Learning multiple visual domains with residual adapters Sylvestre-Alvise Rebuffi Hakan Bilen Andrea Vedaldi OOD 101 924 0 22 May 2017
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 64 1,717 0 08 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 247 4,646 0 17 Feb 2017
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 357 9,418 0 28 May 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 211 5,177 0 10 Feb 2015
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 172 4,946 0 06 Oct 2013
Frustratingly Easy Domain Adaptation Hal Daumé 109 1,796 0 10 Jul 2009