Dr. Niannan Xue

Position:

Past Member

Publications

Journal articles

ArcFace: Additive Angular Margin Loss for Deep Face Recognition

J. Deng, J. Guo, J. Yang, N. Xue, I. Kotsia, S. Zafeiriou. TPAMI. 2021.

[pdf] [bibtex] [endnote]

@article{arcface2021tpami,
    author = {J. Deng and J. Guo and J. Yang and N. Xue and I. Kotsia and S. Zafeiriou},
    journal = {TPAMI},
    title = {ArcFace: Additive Angular Margin Loss for Deep Face Recognition},
    year = {2021},
}

Side Information for Face Completion: a Robust PCA Approach

N. Xue, J. Deng, S. Cheng, Y. Panagakis, S. Zafeiriou. TPAMI. 2019.

[pdf] [bibtex] [endnote]

@article{xueniannan_TPAMI_RPCA,
    author = {N. Xue and J. Deng and S. Cheng and Y. Panagakis and S. Zafeiriou},
    journal = {TPAMI},
    title = {Side Information for Face Completion: a Robust PCA Approach},
    year = {2019},
}

Conference articles

Arcface: Additive angular margin loss for deep face recognition

J. Deng, J. Guo, N. Xue, S. Zafeiriou. CVPR (Oral). 2019.

[pdf] [bibtex] [endnote]

@inproceedings{jiankangdeng_cvpr2019_arcface,
    author = {J. Deng and J. Guo and N. Xue and S. Zafeiriou},
    booktitle = {CVPR (Oral)},
    title = {Arcface: Additive angular margin loss for deep face recognition},
    year = {2019},
}

UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition

J. Deng, S. Cheng, N. Xue, Y. Zhou, S. Zafeiriou. CVPR. 2018.

[pdf] [bibtex] [endnote]

@inproceedings{deng2017uv,
    author = {J. Deng and S. Cheng and N. Xue and Y. Zhou and S. Zafeiriou},
    booktitle = {CVPR},
    title = {UV-GAN: Adversarial Facial UV Map Completion for Pose-invariant Face Recognition},
    year = {2018},
}

Informed Non-convex Robust Principal Component Analysis with Features

N. Xue, J. Deng, Y. Panagakis, S. Zafeiriou. AAAI (Oral). 2018.

[pdf] [bibtex] [endnote]

@inproceedings{xue2017informed,
    author = {N. Xue and J. Deng and Y. Panagakis and S. Zafeiriou},
    booktitle = {AAAI (Oral)},
    title = {Informed Non-convex Robust Principal Component Analysis with Features},
    year = {2018},
}

Robust Low-rank Tensor Modelling Using Tucker and CP Decomposition

N. Xue, G. Papamakarios, M. Bahri, Y. Panagakis, S. Zafeiriou. The 25th European Signal Processing Conference (EUSIPCO). Aug 2017.

[bibtex] [endnote]

@inproceedings{Xue_2017_EUSIPCO,
    author = {N. Xue and G. Papamakarios and M. Bahri and Y. Panagakis and S. Zafeiriou},
    booktitle = {The 25th European Signal Processing Conference (EUSIPCO)},
    month = {Aug},
    title = {Robust Low-rank Tensor Modelling Using Tucker and CP Decomposition},
    year = {2017},
}