Publications in 2019

Video-Driven Speech Reconstruction using Generative Adversarial Networks

K. Vougioukas, P. Ma, S. Petridis, M. Pantic. Interspeech. September 2019.

Bibtex reference [hide]
@inproceedings{interspeech_videoDrivenSpeechRecWithGANs,
    author = {K. Vougioukas and P. Ma and S. Petridis and M. Pantic},
    booktitle = {Interspeech},
    month = {September},
    title = {Video-Driven Speech Reconstruction using Generative Adversarial Networks},
    year = {2019},
}
Endnote reference [hide]

Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition

P. Ma, S. Petridis, M. Pantic. Interspeech. September 2019.

Bibtex reference [hide]
@inproceedings{AV_lombard,
    author = {P. Ma and S. Petridis and M. Pantic},
    booktitle = {Interspeech},
    month = {September},
    title = {Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition},
    year = {2019},
}
Endnote reference [hide]

T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor

J. Kossaifi, A. Bulat, G. Tzimiropoulos, M. Pantic. IEEE CVPR. 2019.

Bibtex reference [hide]
@inproceedings{kossaifi2019tnet,
    author = {J. Kossaifi and A. Bulat and G. Tzimiropoulos and M. Pantic},
    booktitle = {IEEE CVPR},
    title = {T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor},
    year = {2019},
}
Endnote reference [hide]

Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks

L. Tran, J. Kossaifi, Y. Panagakis, M. Pantic. International Journal of Computer Vision (IJCV). 2019.

Bibtex reference [hide]
@article{GAGAN-IJCV,
    author = {L. Tran and J. Kossaifi and Y. Panagakis and M. Pantic},
    journal = {International Journal of Computer Vision (IJCV)},
    title = {Disentangling Geometry and Appearance with Regularised Geometry-Aware Generative Adversarial Networks},
    year = {2019},
}
Endnote reference [hide]

Robust Kronecker Component Analysis

M. Bahri, Y. Panagakis, S. Zafeiriou. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2019.

Bibtex reference [hide]
@article{mehdi2019,
    author = {M. Bahri and Y. Panagakis and S. Zafeiriou},
    journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
    title = {Robust Kronecker Component Analysis},
    year = {2019},
}
Endnote reference [hide]

Robust Conditional Generative Adversarial Networks

G. Chrysos, J. Kossaifi, S. Zafeiriou. ICLR. May 2019.

Bibtex reference [hide]
@inproceedings{chrysos2019,
    booktitle = {ICLR},
    month = {May},
    title = {Robust Conditional Generative Adversarial Networks},
    year = {2019},
}
Endnote reference [hide]

Combining 3D Morphable Models: A Large scale Face-and-Head Model

S. Ploumpis, H. Wang, W. Smith, N. Pears, S. Zafeiriou. CVPR (ORAL). June 2019.

Bibtex reference [hide]
@inproceedings{ploumpis2019,
    booktitle = {CVPR (ORAL)},
    month = {June},
    title = {Combining 3D Morphable Models: A Large scale Face-and-Head Model},
    year = {2019},
}
Endnote reference [hide]

Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders

Y. Zhou, J. Deng, I. Kotsia, S. Zafeiriou. CVPR. 2019.

Bibtex reference [hide]
@inproceedings{yuxiang2019,
    author = {Y. Zhou and J. Deng and I. Kotsia and S. Zafeiriou},
    booktitle = {CVPR},
    title = {Dense 3D Face Decoding over 2500FPS: Joint Texture & Shape Convolutional Mesh Decoders},
    year = {2019},
}
Endnote reference [hide]

GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction

B. Gecer, S. Ploumpis, I. Kotsia, S. Zafeiriou. CVPR 2019. 2019.

Bibtex reference [hide]
@inproceedings{baris2019,
    author = {B. Gecer and S. Ploumpis and I. Kotsia and S. Zafeiriou},
    booktitle = {CVPR 2019},
    title = {GANFIT: Generative Adversarial Network Fitting for High Fidelity 3D Face Reconstruction},
    year = {2019},
}
Endnote reference [hide]

Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries

P. Tzirakis, M. A. Nicolaou, B. Schuller, S. Zafeiriou. FG'2019. May 2019.

Bibtex reference [hide]
@inproceedings{tzirakis2019,
    booktitle = {FG'2019},
    month = {May},
    title = {Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries},
    year = {2019},
}
Endnote reference [hide]

Reparameterising 3D Statistical Shape Models

H. Wang, S. Zafeiriou. FG'2019. May 2019.

Bibtex reference [hide]
@inproceedings{haoyang2018,
    author = {H. Wang and S. Zafeiriou},
    booktitle = {FG'2019},
    month = {May},
    title = {Reparameterising 3D Statistical Shape Models},
    year = {2019},
}
Endnote reference [hide]

TensorLy: Tensor Learning in Python

J. Kossaifi, Y. Panagakis, A. Anandkumar, M. Pantic. Journal of Machine Learning Research (JMLR). 20(26): pp. 1 - 6, 2019.

Bibtex reference [hide]
@article{tensorly,
    author = {J. Kossaifi and Y. Panagakis and A. Anandkumar and M. Pantic},
    pages = {1--6},
    journal = {Journal of Machine Learning Research (JMLR)},
    number = {26},
    title = {TensorLy: Tensor Learning in Python},
    url = {http://jmlr.org/papers/v20/18-277.html},
    volume = {20},
    year = {2019},
}
Endnote reference [hide]

Arcface: Additive angular margin loss for deep face recognition

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

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Side Information for Face Completion: a Robust PCA Approach

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

Bibtex reference [hide]
@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},
}
Endnote reference [hide]

Joint multi-view face alignment in the wild

J. Deng, G. Trigeorgis, Y. Zhou, S. Zafeiriou. TIP. 2019.

Bibtex reference [hide]
@article{JiankangDeng_TIP_MHM,
    author = {J. Deng and G. Trigeorgis and Y. Zhou and S. Zafeiriou},
    journal = {TIP},
    title = {Joint multi-view face alignment in the wild},
    year = {2019},
}
Endnote reference [hide]

Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond

D. Kollias, P. Tzirakis, M. A. Nicolaou, A. Papaioannou, G. Zhao, B. Schuller, I. Kotsia, S. Zafeiriou. International Journal of Computer Vision. feb 2019.

Bibtex reference [hide]
@article{Kollias_2019,
    author = {D. Kollias and P. Tzirakis and M. A. Nicolaou and A. Papaioannou and G. Zhao and B. Schuller and I. Kotsia and S. Zafeiriou},
    journal = {International Journal of Computer Vision},
    month = {feb},
    publisher = {Springer Nature},
    title = {Deep Affect Prediction in-the-Wild: Aff-Wild Database and Challenge, Deep Architectures, and Beyond},
    url = {https://doi.org/10.1007/s11263-019-01158-4},
    year = {2019},
}
Endnote reference [hide]

MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild

Y. Lin, S. Cheng, J. Shen, M. Pantic. FG'2019 (Oral). May 2019.

Bibtex reference [hide]
@inproceedings{mobiface_fg2019,
    author = {Y. Lin and S. Cheng and J. Shen and M. Pantic},
    booktitle = {FG'2019 (Oral)},
    month = {May},
    title = {MobiFace: A Novel Dataset for Mobile Face Tracking in the Wild},
    year = {2019},
}
Endnote reference [hide]