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James Oldfield
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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
1672021
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
612021
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs
J Oldfield, C Tzelepis, Y Panagakis, MA Nicolaou, I Patras
International Conference on Learning Representations (ICLR), 2023
212023
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
162021
Contraclip: Interpretable gan generation driven by pairs of contrasting sentences
C Tzelepis, J Oldfield, G Tzimiropoulos, I Patras
arXiv preprint arXiv:2206.02104, 2022
142022
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
142020
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
92019
Parts of Speech–Grounded Subspaces in Vision-Language Models
J Oldfield, C Tzelepis, Y Panagakis, M Nicolaou, I Patras
Advances in Neural Information Processing Systems 36, 2700-2724, 2023
72023
Adversarial learning of disentangled and generalizable representations of visual attributes
J Oldfield, Y Panagakis, MA Nicolaou
IEEE Transactions on Neural Networks and Learning Systems 33 (8), 3498-3509, 2021
72021
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization
J Oldfield, M Georgopoulos, GG Chrysos, C Tzelepis, Y Panagakis, ...
Advances in Neural Information Processing Systems, 2024
42024
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
42022
Tensor methods in deep learning
Y Panagakis, J Kossaifi, GG Chrysos, J Oldfield, T Patti, MA Nicolaou, ...
Signal Processing and Machine Learning Theory, 1009-1048, 2024
32024
Bilinear models of parts and appearances in generative adversarial networks
J Oldfield, C Tzelepis, Y Panagakis, MA Nicolaou, I Patras
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
22024
Shared-space autoencoders with randomized skip connections for building footprint detection with missing views
G Ashiotis, J Oldfield, C Chrysostomou, T Christoudias, MA Nicolaou
Pattern Recognition. ICPR International Workshops and Challenges: Virtual …, 2021
12021
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