Publications of Jean Kossaifi

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

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

[pdf] [bibtex] [endnote]

@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.

[pdf] [bibtex] [endnote]

@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},
}

Robust Conditional Generative Adversarial Networks

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

[pdf] [bibtex] [endnote]

@inproceedings{chrysos2019,
    booktitle = {ICLR},
    month = {May},
    title = {Robust Conditional Generative Adversarial Networks},
    year = {2019},
}

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.

[pdf] [bibtex] [endnote]

@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},
}

GAGAN: Geometry-Aware Generative Adversarial Networks

J. Kossaifi, L. Tran, Y. Panagakis, M. Pantic. IEEE CVPR. pp. 878 - 887, June 2018.

[pdf] [bibtex] [endnote]

@inproceedings{kossaifi2018gagan,
    author = {J. Kossaifi and L. Tran and Y. Panagakis and M. Pantic},
    pages = {878--887},
    booktitle = {IEEE CVPR},
    month = {June},
    title = {GAGAN: Geometry-Aware Generative Adversarial Networks},
    year = {2018},
}

AFEW-VA database for valence and arousal estimation in-the-wild

J. Kossaifi, G. Tzimiropoulos, S. Todorovic, M. Pantic. Image and Vision Computing. 65: pp. 23 - 36, Multimodal Sentiment Analysis and Mining in the Wild Image and Vision Computing. 2017.

[pdf] [bibtex] [endnote]

@article{kossaifi_afewva,
    author = {J. Kossaifi and G. Tzimiropoulos and S. Todorovic and M. Pantic},
    pages = {23--36},
    journal = {Image and Vision Computing},
    note = {Multimodal Sentiment Analysis and Mining in the Wild Image and Vision Computing},
    title = {AFEW-VA database for valence and arousal estimation in-the-wild},
    volume = {65},
    year = {2017},
}

Fast and exact Newton and Bidirectional fitting of Active Appearance Models

J. Kossaifi, G. Tzimiropoulos, M. Pantic. IEEE Transactions on Image Processing (TIP). 26: pp. 1040 - 1053, 2016.

[pdf] [bibtex] [endnote]

@article{kossaifi_aam_tip,
    author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
    pages = {1040--1053},
    journal = {IEEE Transactions on Image Processing (TIP)},
    publisher = {IEEE},
    title = {Fast and exact Newton and Bidirectional fitting of Active Appearance Models},
    volume = {26},
    year = {2016},
}

The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results

J. Shen, S. Zafeiriou, G. Chrysos, J. Kossaifi, G. Tzimiropoulos, M. Pantic. Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15). December 2015.

[pdf] [bibtex] [endnote]

@inproceedings{300VW,
    author = {J. Shen and S. Zafeiriou and G. Chrysos and J. Kossaifi and G. Tzimiropoulos and M. Pantic},
    booktitle = {Proceedings of IEEE International Conference on Computer Vision, 300 Videos in the Wild (300-VW): Facial Landmark Tracking in-the-Wild Challenge & Workshop (ICCVW'15)},
    month = {December},
    title = {The First Facial Landmark Tracking in-the-Wild Challenge: Benchmark and Results},
    year = {2015},
}

Fast and exact Bi-directional Fitting of Active Appearance Models

J. Kossaifi, G. Tzimiropoulos, M. Pantic. Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’15). Quebec City, QC, Canada, pp. 1135 - 1139, September 2015.

[pdf] [bibtex] [endnote]

@inproceedings{kossaifi_bidirectional_aam,
    author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
    pages = {1135--1139},
    address = {Quebec City, QC, Canada},
    booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’15)},
    month = {September},
    title = {Fast and exact Bi-directional Fitting of Active Appearance Models},
    year = {2015},
}

Fast Newton Active Appearance Models

J. Kossaifi, G. Tzimiropoulos, M. Pantic. Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14). Paris, France, pp. 1420 - 1424, October 2014.

[pdf] [bibtex] [endnote]

@inproceedings{kossaifi_newton_aam,
    author = {J. Kossaifi and G. Tzimiropoulos and M. Pantic},
    pages = {1420--1424},
    address = {Paris, France},
    booktitle = {Proceedings of the IEEE Int’l Conf. on Image Processing (ICIP’14)},
    month = {October},
    title = {Fast Newton Active Appearance Models},
    year = {2014},
}