Publications: Mr James Oldfield

Oldfield J, Tzelepis C, Panagakis Y, Nicolaou MA, Patras I ( 2024 ) . Bilinear Models of Parts and Appearances in Generative Adversarial Networks . IEEE Transactions on Pattern Analysis and Machine Intelligence vol. 46 , ( 12 ) 8568 - 8579 .

Oldfield J, Georgopoulos M, Chrysos G, Tzelepis C, Panagakis Y, Nicolaou MA, Deng J, Patras I ( 2024 ) . Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization . Vancouver, CA , 38th Conference on Neural Information Processing Systems (NeurIPS) Abstract: java.sql.Clob org.hibernate.engine.jdbc.WrappedClob java.io.Serializable ,

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

Oldfield J, Tzelepis C, Panagakis Y, Nicolaou MA, Patras I ( 2023 ) . PANDA: UNSUPERVISED LEARNING OF PARTS AND APPEARANCES IN THE FEATURE MAPS OF GANS . 11th International Conference on Learning Representations, ICLR 2023 .

Oldfield J, Tzelepis C, Panagakis Y, Nicolaou MA, Patras I ( 2023 ) . Parts of Speech-Grounded Subspaces in Vision-Language Models . Advances in Neural Information Processing Systems . vol. 36 ,

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 .

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 .