DA.bib

% == this file is about domain adaptation (DA)

% =========================================
%           domain adaptation
% =========================================
@inproceedings{DA-AAAI2008-Pan,
    title     = {Transfer learning via dimensionality reduction},
    author    = {Pan, Sinno Jialin and Kwok, James T and Yang, Qiang and others},
    booktitle = aaai,
    pages     = {677--682},
    year      = {2008}
}
@article{TL-TKDE2009-Pan,
    title   = {A survey on transfer learning},
    author  = {Pan, Sinno Jialin and Yang, Qiang},
    journal = tkde,
    volume  = {22},
    number  = {10},
    pages   = {1345--1359},
    year    = {2009}
}
@article{DA-TNN2010-Pan,
    title   = {Domain adaptation via transfer component analysis},
    author  = {Pan, Sinno Jialin and Tsang, Ivor W and Kwok, James T and Yang, Qiang},
    journal = tnn,
    volume  = {22},
    number  = {2},
    pages   = {199--210},
    year    = {2010}
}
@article{TL-ML2010-Ben,
    title   = {A theory of learning from different domains},
    author  = {Ben-David, Shai and Blitzer, John and Crammer, Koby and Kulesza, Alex and Pereira, Fernando and Vaughan, Jennifer Wortman},
    journal = {Machine learning},
    volume  = {79},
    number  = {1--2},
    pages   = {151--175},
    year    = {2010},
}
@inproceedings{DA-ICML2013-Gong,
    title     = {Connecting the dots with landmarks: Discriminatively learning domain-invariant features for unsupervised domain adaptation},
    author    = {Gong, Boqing and Grauman, Kristen and Sha, Fei},
    booktitle = icml,
    pages     = {222--230},
    year      = {2013}
}
@article{DA-arXiv2014-Tzeng,
	title   = {Deep domain confusion: Maximizing for domain invariance},
	author  = {Tzeng, Eric and Hoffman, Judy and Zhang, Ning and Saenko, Kate and Darrell, Trevor},
	journal = {arXiv preprint arXiv:1412.3474},
	year    = {2014}
}
@inproceedings{DA-ICML2015-Long,
    title     = {Learning Transferable Features with Deep Adaptation Networks},
    author    = {Long, Mingsheng and Cao, Yue and Wang, Jianmin and Jordan, Michael},
    booktitle = icml,
    pages     = {97--105},
    year      = {2015}
}
@inproceedings{DA-NIPS2016-Long,
    title     = {Unsupervised domain adaptation with residual transfer networks},
    author    = {Long, Mingsheng and Zhu, Han and Wang, Jianmin and Jordan, Michael I},
    booktitle = nips,
    pages     = {136--144},
    year      = {2016}
}
@article{DA-JMLR2016-Ganin,
    title   = {Domain-adversarial training of neural networks},
    author  = {Ganin, Yaroslav and Ustinova, Evgeniya and Ajakan, Hana and Germain, Pascal and Larochelle, Hugo and Laviolette, Fran{\c{c}}ois and Marchand, Mario and Lempitsky, Victor},
    journal = jmlr,
    pages   = {2096--2030},
    year    = {2016}
}
@article{DA-arXiv2017-Zellinger,
	title   = {Central moment discrepancy (cmd) for domain-invariant representation learning},
	author  = {Zellinger, Werner and Grubinger, Thomas and Lughofer, Edwin and Natschl{\"a}ger, Thomas and Saminger-Platz, Susanne},
	journal = {arXiv preprint arXiv:1702.08811},
	year    = {2017}
}
@inproceedings{DA-CVPR2017-Yan,
    title      = {Mind the class weight bias: Weighted maximum mean discrepancy for unsupervised domain adaptation},
    author     = {Yan, Hongliang and Ding, Yukang and Li, Peihua and Wang, Qilong and Xu, Yong and Zuo, Wangmeng},
    booktitle  = cvpr,
    pages      = {2272--2281},
    year       = {2017}
}
@inproceedings{DA-CVPR2017-Tzeng,
    title     = {Adversarial discriminative domain adaptation},
    author    = {Tzeng, Eric and Hoffman, Judy and Saenko, Kate and Darrell, Trevor},
    booktitle = cvpr,
    pages     = {7167--7176},
    year      = {2017}
}
@inproceedings{DA-ECCV2018-Cao,
	title     = {Partial adversarial domain adaptation},
	author    = {Cao, Zhangjie and Ma, Lijia and Long, Mingsheng and Wang, Jianmin},
	booktitle = eccv,
	pages     = {135--150},
	year      = {2018}
}
@inproceedings{DA-CVPR2018-Cao,
    title     = {Partial transfer learning with selective adversarial networks},
    author    = {Cao, Zhangjie and Long, Mingsheng and Wang, Jianmin and Jordan, Michael I},
    booktitle = cvpr,
    pages     = {2724--2732},
    year      = {2018}
}
@inproceedings{DA-CVPR2018-Zhang,
    title     = {Importance Weighted Adversarial Nets for Partial Domain Adaptation},
    author    = {Zhang, Jing and Ding, Zewei and Li, Wanqing and Ogunbona, Philip},
    booktitle = cvpr,
    pages     = {8157--8164},
    year      = {2018}
}
@article{DA-arXiv2019-Yu,
    title   = {Accelerating Deep Unsupervised Domain Adaptation with Transfer Channel Pruning},
    author  = {Yu, Chaohui and Wang, Jindong and Chen, Yiqiang and Wu, Zijing},
    journal = {arXiv preprint arXiv:1904.02654},
    year    = {2019}
}
@inproceedings{DA-CVPR2019-Cao,
	title     = {Learning to Transfer Examples for Partial Domain Adaptation},
	author    = {Cao, Zhangjie and You, Kaichao and Long, Mingsheng and Wang, Jianmin and Yang, Qiang},
	booktitle = cvpr,
	pages     = {2985--2994},
	year      = {2019}
}