Publications in 2019
Expression, Affect, Action Unit Recognition: Aff-Wild2, Multi-Task Learning and ArcFace
D. Kollias,
S. Zafeiriou.
British Machine Vision Conference, Cardiff.
September
2019.
@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},
}
@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},
}
@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},
}
Investigating the Lombard Effect Influence on End-to-End Audio-Visual Speech Recognition
P. Ma,
S. Petridis,
M. Pantic.
Interspeech.
September
2019.
@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},
}
@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},
}
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.
@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},
}
@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},
}
@inproceedings{chrysos2019,
booktitle = {ICLR},
month = {May},
title = {Robust Conditional Generative Adversarial Networks},
year = {2019},
}
@inproceedings{ploumpis2019,
booktitle = {CVPR (ORAL)},
month = {June},
title = {Combining 3D Morphable Models: A Large scale Face-and-Head Model},
year = {2019},
}
@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},
}
@inproceedings{tzirakis2019,
booktitle = {FG'2019},
month = {May},
title = {Time-series Clustering with Jointly Learning Deep Representations, Clusters and Temporal Boundaries},
year = {2019},
}
@inproceedings{haoyang2018,
author = {H. Wang and S. Zafeiriou},
booktitle = {FG'2019},
month = {May},
title = {Reparameterising 3D Statistical Shape Models},
year = {2019},
}
@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},
}
@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},
}
@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},
}
Face Mask Extraction in Video Sequence
Y. Wang,
B. Luo,
J. Shen,
M. Pantic.
International Journal of Computer Vision (IJCV).
127:
pp. 625 - 641,
2019.
@article{wang2019face,
author = {Y. Wang and B. Luo and J. Shen and M. Pantic},
pages = {625--641},
journal = {International Journal of Computer Vision (IJCV)},
publisher = {Springer US},
title = {Face Mask Extraction in Video Sequence},
volume = {127},
year = {2019},
}