Adrian Bulat

I am currently a PhD student at the University of Nottingham in the Computer Vision Laboratory under the supervision of Dr. Georgios Tzimiropoulos. My current interests are in deep learning and key points localisation.

Top Publications

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

Jean Kossaifi*, Adrian Bulat*, Georgios Tzimiropoulos, Maja Pantic

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019

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@article{kossaifi2019t,
    title={T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor},
    author={Kossaifi, Jean and Bulat, Adrian and Tzimiropoulos, Georgios and Pantic, Maja},
    journal={arXiv preprint arXiv:1904.02698},
    year={2019}
}

[New] Hierarchical binary CNNs for landmark localization with limited resources

Adrian Bulat and Georgios Tzimiropoulos

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018 - Best of ICCV17 SI

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@article{bulat2018hierarchical,
    title={Hierarchical binary CNNs for landmark localization with limited resources},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    journal={IEEE Transactions on Pattern Analysis and Machine Intelligence},
    year={2018}
}

[New] To learn image super-resolution, use a GAN to learn how to do image degradation first

Adrian Bulat*, Jing Yang* and Georgios Tzimiropoulos

European Conference on Computer Vision (ECCV), 2018

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@article{bulatyang2018learn,
    title={To learn image super-resolution, use a GAN to learn how to do image degradation first},
    author={Bulat, Adrian and Yang, Jing and Tzimiropoulos, Georgios},
    journal={European Conference on Computer Vision},
    year={2018}
}

Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs

Adrian Bulat and Georgios Tzimiropoulos

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (SPOTLIGHT)

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@article{bulat2017super,
    title={Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    journal={arXiv preprint arXiv:1712.02765},
    year={2017}
}

Binarized Convolutional Landmark Localizers for Human Pose Estimation and Face Alignment with Limited Resources

Adrian Bulat and Georgios Tzimiropoulos

International Conference on Computer Vision (ICCV), 2017 (ORAL)

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@inproceedings{bulat2017binarized,
    title={Binarized convolutional landmark localizers for human pose estimation and face alignment with limited resources},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={International Conference on Computer Vision},
    year={2017}
}

How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)

Adrian Bulat and Georgios Tzimiropoulos

International Conference on Computer Vision (ICCV), 2017

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@inproceedings{bulat2017far,
    title={How far are we from solving the 2d \& 3d face alignment problem?(and a dataset of 230,000 3d facial landmarks)},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={International Conference on Computer Vision},
    volume={1},
    number={6},
    pages={8},
    year={2017}
}

Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression

Aaron S. Jackson, Adrian Bulat, Vasileios Argyriou, Georgios Tzimiropoulos

International Conference on Computer Vision (ICCV), 2017

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@inproceedings{jackson2017large,
    title={Large pose 3D face reconstruction from a single image via direct volumetric CNN regression},
    author={Jackson, Aaron S and Bulat, Adrian and Argyriou, Vasileios and Tzimiropoulos, Georgios},
    booktitle={Computer Vision (ICCV), 2017 IEEE International Conference on},
    pages={1031--1039},
    year={2017},
    organization={IEEE}
}

Human pose estimation via convolutional part heatmap regression

Adrian Bulat and Georgios Tzimiropoulos

European Conference on Computer Vision (ECCV), 2016

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@inproceedings{bulat2016human,
    title={Human pose estimation via convolutional part heatmap regression},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={European Conference on Computer Vision},
    pages={717--732},
    year={2016},
    organization={Springer}
}

Two-stage convolutional part heatmap regression for the 1st 3d face alignment in the wild (3DFAW) challenge

Adrian Bulat and Georgios Tzimiropoulos

European Conference on Computer Vision Workshop (ECCV-W), 2016 (Challenge Winners)

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@inproceedings{bulat2016two,
    title={Two-stage convolutional part heatmap regression for the 1st 3d face alignment in the wild (3dfaw) challenge},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={European Conference on Computer Vision},
    pages={616--624},
    year={2016},
    organization={Springer}
}

Convolutional aggregation of local evidence for large pose face alignment

Adrian Bulat and Georgios Tzimiropoulos

British Machine Vision Conference (BMVC), 2016

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@inproceedings{bulat2016convolutional,
    title={Convolutional aggregation of local evidence for large pose face alignment},
    author={Bulat, Adrian and Tzimiropoulos, Georgios},
    booktitle={British Machine Vision Conference},
    year={2016}
}