most recent publications

Deep Neural Network Augmentation: Generating Faces for Affect Analysis

D. Kollias, S. Cheng, E. Ververas, I. Kotsia, S. Zafeiriou. International Journal of Computer Vision. 2020.

Bibtex reference [hide]
@article{s11263-020-01304-3,
    author = {I. Kotsia and S. Zafeiriou and S. Cheng and E. Ververas and D. Kollias},
    journal = {International Journal of Computer Vision},
    title = {Deep Neural Network Augmentation: Generating Faces for Affect Analysis},
    year = {2020},
}
Endnote reference [hide]

Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace

D. Kollias, S. Zafeiriou. British Machine Vision Conference, Cardiff. September 2019.

Bibtex reference [hide]
@inproceedings{kolliasexpression,
    author = {D. Kollias and S. Zafeiriou},
    booktitle = {British Machine Vision Conference, Cardiff},
    month = {September},
    title = {Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace},
    year = {2019},
}
Endnote reference [hide]

Realistic Speech-Driven Facial Animation with GANs

K. Vougioukas, S. Petridis, M. Pantic. International Journal of Computer Vision. 2019.

Bibtex reference [hide]
@article{speechDrivenFacialAnimation_IJCV,
    author = {K. Vougioukas and S. Petridis and M. Pantic},
    journal = {International Journal of Computer Vision},
    title = {Realistic Speech-Driven Facial Animation with GANs},
    year = {2019},
}
Endnote reference [hide]

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]