@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)}
}
@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}
}