@inproceedings{bulat2023language,
title={LASP: Text-to-Text Optimization for Language-Aware Soft Prompting of Vision & Language Models},
author={Bulat, Adrian and Tzimiropoulos, Georgios},
booktitle={Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
year={2023}
}
@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}
}
@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}
}
@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}
}
@inproceedings{sanchez2020semi,
title={Semi-supervised AU Intensity Estimation with Contrastive Learning},
author={Sanchez, Enrique and Bulat, Adrian and Zaganidis, Anestis and Tzimiropoulos, Georgios},
booktitle={Proceedings of the Asian Conference on Computer Vision (ACCV)},
year={2020}
}
@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}
}
@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}
}
@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}
}
@inprocessings{bulat2019xnor-net-plus,
title={XNOR-Net++: Improved binary neural networks},
author={Bulat, Adrian and Tzimiropoulos, Georgios},
booktitle={British Machine Vision Conference},
year={2016}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@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}
}
@inproceedings{bulat2017binarized,
title={Binarized convolutional landmark localizers for human pose estimation and face alignment with limited resources},
author={Bulat, Adrian and Tzimiropoulos, Georgios},
booktitle={The IEEE International Conference on Computer Vision (ICCV)},
volume={1},
number={2},
pages={4},
year={2017}
}
@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}
}
@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}
}
@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}
}