Adrian Bulat

Adrian Bulat

Research Scientist
I am currently an AI Research Scientist. Previously, I did my PhD studies at the University of Nottingham part of the Computer Vision Laboratory under the supervision of Dr. Georgios Tzimiropoulos. My current interests are in deep learning and key points localisation.

Newest Publications

  • [New] FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition
    AAAI Conference on Artificial Intelligence, 2020

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    @inprocessings{yang2020fan,
      title={FAN-Face: a Simple Orthogonal Improvement to Deep Face Recognition},
      author={Yang, Jing and Bulat, Adrian and Tzimiropoulos, Georgios},
      booktitle={AAAI Conference on Artificial Intelligence},
      year={2020}
    }
  • [New] Incremental multi-domain learning with network latent tensor factorization
    AAAI Conference on Artificial Intelligence, 2020

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    @inprocessings{bulat2020incremental,
      title={Incremental multi-domain learning with network latent tensor factorization},
      author={Bulat, Adrian and Kossaifi, Jean and Tzimiropoulos, Georgios and Pantic, Maja},
      booktitle={AAAI Conference on Artificial Intelligence},
      year={2020}
    }
  • [New] Training binary neural networks with real-to-binary convolutions
    International Conference on Learning Representations (ICLR), 2020

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    @incollection{martinez2020training,
      title={Training binary neural networks with real-to-binary convolutions},
      author={Martinez, Brais and Yang, Jing and Bulat, Adrian and Tzimiropoulos, Georgios},
      booktitle={ICLR},
      year={2020}
    }
  • [New] Toward fast and accurate human pose estimation via soft-gated skip connections
    IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2020 (ORAL)

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    @inproceedings{bulat2020toward,
      title={Toward fast and accurate human pose estimation via soft-gated skip connections},
      author={Bulat, Adrian and Kossaifi, Jean and Tzimiropoulos, Georgios and Pantic, Maja},
      booktitle={2020 15th IEEE International Conference on Automatic Face \& Gesture Recognition},
      year={2020}
    }
  • [New] Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020

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    @inproceedings{kossaifi2020factorized,
      title={Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation},
      author={Kossaifi, Jean and Toisoul, Antoine and Bulat, Adrian and Panagakis, Yannis and Hospedales, Timothy M and Pantic, Maja},
      booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
      pages={6060--6069},
      year={2020}
    }
  • [New] BATS: Binary ArchitecTure Search
    European Conference on Computer Vision (ECCV), 2020

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    @inproceedings{bulat2020bats,
      title={BATS: Binary ArchitecTure Search},
      author={Bulat, Adrian and Martinez, Brais and Tzimiropoulos, Georgios},
      booktitle={European Conference on Computer Vision (ECCV)},
      year={2020}
    }
  • T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor
    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}
    }
  • XNOR-Net++: Improved binary neural networks
    British Machine Vision Conference (BMVC), 2019

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    @inprocessings{bulat2019xnor-net-plus,
      title={XNOR-Net++: Improved binary neural networks},
        author={Bulat, Adrian and Tzimiropoulos, Georgios},
        booktitle={British Machine Vision Conference},
        year={2016}
    }
  • Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
    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}
    }
  • To learn image super-resolution, use a GAN to learn how to do image degradation first
    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}
     }