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James Oldfield
James Oldfield
Verified email at qmul.ac.uk
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Tensor methods in computer vision and deep learning
Y Panagakis, J Kossaifi, GG Chrysos, J Oldfield, MA Nicolaou, ...
Proceedings of the IEEE 109 (5), 863-890, 2021
242021
Mitigating demographic bias in facial datasets with style-based multi-attribute transfer
M Georgopoulos, J Oldfield, MA Nicolaou, Y Panagakis, M Pantic
International Journal of Computer Vision 129 (7), 2288-2307, 2021
62021
Enhancing facial data diversity with style-based face aging
M Georgopoulos, J Oldfield, MA Nicolaou, Y Panagakis, M Pantic
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
52020
Adversarial learning of disentangled and generalizable representations of visual attributes
J Oldfield, Y Panagakis, MA Nicolaou
IEEE Transactions on Neural Networks and Learning Systems, 2021
32021
Tensor Component Analysis for Interpreting the Latent Space of GANs
J Oldfield, M Georgopoulos, Y Panagakis, MA Nicolaou, I Patras
British Machine Vision Conference (BMVC), 2021
22021
Detecting early Parkinson’s disease from keystroke dynamics using the tensor-train decomposition
OMJ Hooman, J Oldfield, MA Nicolaou
2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019
22019
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences
C Tzelepis, J Oldfield, G Tzimiropoulos, I Patras
arXiv preprint arXiv:2206.02104, 2022
2022
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
J Oldfield, C Tzelepis, Y Panagakis, MA Nicolaou, I Patras
arXiv preprint arXiv:2206.00048, 2022
2022
Cluster-guided Image Synthesis with Unconditional Models
M Georgopoulos, J Oldfield, GG Chrysos, Y Panagakis
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2022
Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views
G Ashiotis, J Oldfield, C Chrysostomou, T Christoudias, MA Nicolaou
International Conference on Pattern Recognition, 536-549, 2021
2021
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