@inproceedings{bulat2022pre,
title={Pre-training strategies and datasets for facial representation learning},
author={Bulat, Adrian and Cheng, Shiyang and Yang, Jing and Garbett, Andrew and Sanchez, Enrique and Tzimiropoulos, Georgios},
journal={ECCV},
year={2022}
}
@inproceedings{pan2022edgevits,
title={EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers},
author={Pan, Junting and Bulat, Adrian and Tan, Fuwen and Zhu, Xiatian and Dudziak, Lukasz and Li, Hongsheng and Tzimiropoulos, Georgios and Martinez, Brais},
booktitle={arXiv preprint arXiv:2205.03436},
year={2022}
}
@inproceedings{bulat2021space,
title={Space-time Mixing Attention for Video Transformer},
author={Bulat, Adrian and Perez-Rua, Juan-Manuel and Sudhakaran, Swathikiran and Martinez, Brais and Tzimiropoulos, Georgios},
booktitle={International Conference on Learning Representations (ICLR)},
year={2021}
}
@inproceedings{bulat2021bit,
title={Bit-Mixer: Mixed-precision networks with runtime bit-width selection},
author={Bulat, Adrian and Tzimiropoulos, Georgios},
booktitle={International Conference on Computer Vision},
year={2021}
}
@inproceedings{bulat2021high,
title={High-Capacity Expert Binary Networks},
author={Bulat, Adrian and Martinez, Brais and Tzimiropoulos, Georgios},
booktitle={International Conference on Learning Representations (ICLR)},
year={2021}
}
@inproceedings{bulat2021improving,
title={Improving memory banks for unsupervised learning with large mini-batch,consistency and hard negative mining},
author={Bulat, Adrian and Sanchez, Enrique and Tzimiropoulos, Georgios},
booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year={2021}
}
@inproceedings{yang2021knowledge,
title={Knowledge distillation via softmax regression representation learning},
author={Yang, J and Martinez, B and Bulat, A and Tzimiropoulos, G and others},
year={2021},
organization={International Conference on Learning Representations (ICLR)}
}
@inproceedings{bulat2021subpixel,
title={Subpixel Heatmap Regression for Facial Landmark Localization},
author={Bulat, Adrian and Sanchez, Enrique and Tzimiropoulos, Georgios},
booktitle={Proceedings of the British Machine Vision Conference (BMVC)},
year={2021}
}
@article{toisoul2021estimation,
author = {Antoine Toisoul and Jean Kossaifi and Adrian Bulat and Georgios Tzimiropoulos and Maja Pantic},
title = {Estimation of continuous valence and arousal levels from faces in naturalistic conditions},
journal = {Nature Machine Intelligence},
year = {2021},
url = {https://www.nature.com/articles/s42256-020-00280-0}
}
@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}
}