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Adrian Bulat
Adrian Bulat
Samsung AI Cambridge
Verifierad e-postadress på adrianbulat.com - Startsida
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How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)
A Bulat, G Tzimiropoulos
The IEEE International Conference on Computer Vision (ICCV), 2017
11922017
Human pose estimation via convolutional part heatmap regression
A Bulat, G Tzimiropoulos
European Conference on Computer Vision, 717-732, 2016
5762016
Large pose 3D face reconstruction from a single image via direct volumetric CNN regression
AS Jackson, A Bulat, V Argyriou, G Tzimiropoulos
Proceedings of the IEEE International Conference on Computer Vision, 1031-1039, 2017
4442017
To learn image super-resolution, use a GAN to learn how to do image degradation first
A Bulat, J Yang, G Tzimiropoulos
European Conference on Computer Vision, 2018
2922018
Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs
A Bulat, G Tzimiropoulos
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
2752018
Deep machine learning provides state-of-the-art performance in image-based plant phenotyping
MP Pound, JA Atkinson, AJ Townsend, MH Wilson, M Griffiths, ...
Gigascience 6 (10), gix083, 2017
2692017
Binarized convolutional landmark localizers for human pose estimation and face alignment with limited resources
A Bulat, G Tzimiropoulos
Proceedings of the IEEE International Conference on Computer Vision, 3706-3714, 2017
2282017
XNOR-Net++: Improved binary neural networks
A Bulat, G Tzimiropoulos
Proceedings of the British Machine Vision Conference (BMVC), 2019
1282019
Training binary neural networks with real-to-binary convolutions
B Martinez, J Yang, A Bulat, G Tzimiropoulos
International Conference on Learning Representations (ICLR), 2020
1272020
Two-stage convolutional part heatmap regression for the 1st 3d face alignment in the wild (3dfaw) challenge
A Bulat, G Tzimiropoulos
European Conference on Computer Vision, 616-624, 2016
832016
Convolutional aggregation of local evidence for large pose face alignment
A Bulat, G Tzimiropoulos
Proceedings of the British Machine Vision Conference (BMVC), 2016
772016
Toward fast and accurate human pose estimation via soft-gated skip connections
A Bulat, J Kossaifi, G Tzimiropoulos, M Pantic
2020 15th IEEE International Conference on Automatic Face & Gesture Recognition, 2020
752020
Factorized Higher-Order CNNs with an Application to Spatio-Temporal Emotion Estimation
J Kossaifi, A Toisoul, A Bulat, Y Panagakis, TM Hospedales, M Pantic
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
56*2020
T-Net: Parametrizing Fully Convolutional Nets with a Single High-Order Tensor
J Kossaifi, A Bulat, G Tzimiropoulos, M Pantic
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
542019
Estimation of continuous valence and arousal levels from faces in naturalistic conditions
A Toisoul, J Kossaifi, A Bulat, G Tzimiropoulos, M Pantic
Nature Machine Intelligence, 1-9, 2021
532021
Knowledge distillation via softmax regression representation learning
J Yang, B Martinez, A Bulat, G Tzimiropoulos
International Conference on Learning Representations (ICLR), 2021
44*2021
BATS: Binary ArchitecTure Search
A Bulat, B Martinez, G Tzimiropoulos
European Conference on Computer Vision (ECCV), 2020
412020
Space-time Mixing Attention for Video Transformer
A Bulat, JM Perez-Rua, S Sudhakaran, B Martinez, G Tzimiropoulos
Advances in Neural Information Processing Systems (NeurIPS), 2021
392021
High-Capacity Expert Binary Networks
A Bulat, B Martinez, G Tzimiropoulos
International Conference on Learning Representations (ICLR), 2021
362021
Hierarchical binary CNNs for landmark localization with limited resources
A Bulat, G Tzimiropoulos
IEEE Transactions on Pattern Analysis and Machine Intelligence 42 (2), 343-356, 2020
322020
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Artiklar 1–20