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Research
  1. Queen Mary University of London
  2. Research
  3. Publications

Publications: Mr James Oldfield

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Panagakis Y, Kossaifi J, Chrysos GG, Oldfield J, Patti T, Nicolaou MA, Anandkumar A, Zafeiriou S ( 2024 ) . Chapter 15 Tensor methods in deep learning . Signal Processing and Machine Learning Theory , Elsevier
Georgopoulos M, Oldfield J, Chrysos GG, Panagakis Y ( 2022 ) . Cluster-guided Image Synthesis with Unconditional Models . Conference: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) vol. 00 , 11533 - 11542 .
Oldfield J, Tzelepis C, Panagakis Y, Nicolaou MA, Patras I ( 2022 ) . PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs . CoRR . vol. abs/2206.00048 ,
Georgopoulos M, Oldfield J, Nicolaou MA, Panagakis Y, Pantic M ( 2021 ) . Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer . International Journal of Computer Vision vol. 129 , ( 7 ) 2288 - 2307 .
Panagakis Y, Kossaifi J, Chrysos GG, Oldfield J, Nicolaou MA, Anandkumar A, Zafeiriou S ( 2021 ) . Tensor Methods in Computer Vision and Deep Learning . Proceedings of the IEEE vol. 109 , ( 5 ) 863 - 890 .
Ashiotis G, Oldfield J, Chrysostomou C, Christoudias T, Nicolaou MA ( 2021 ) . Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views . Pattern Recognition. ICPR International Workshops and Challenges , vol. 12667 , Springer Nature
Georgopoulos M, Oldfield J, Nicolaou MA, Panagakis Y, Pantic M ( 2020 ) . Enhancing Facial Data Diversity with Style-based Face Aging . Conference: 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) vol. 00 , 66 - 74 .
Hooman OMJ, Oldfield J, Nicolaou MA ( 2019 ) . Detecting Early Parkinson’s Disease from Keystroke Dynamics using the Tensor-Train Decomposition . Conference: 2019 27th European Signal Processing Conference (EUSIPCO) vol. 00 , 1 - 5 .
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