Detecting Early Parkinson's Disease from Keystroke Dynamics using the Tensor-Train Decomposition. - Oroojeni M. J. Hooman; James Oldfield 001; Mihalis A. Nicolaou (EUSIPCO, 2019)

Enhancing Facial Data Diversity with Style-based Face Aging. - Markos Georgopoulos; James Oldfield 001; Mihalis A. Nicolaou; Yannis Panagakis; Maja Pantic (CVPR Workshops, 2020)

Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views. - Giannis Ashiotis; James Oldfield 001; Charalambos Chrysostomou; Theodoros Christoudias; Mihalis A. Nicolaou (ICPR Workshops (7), 2020)

Tensor Component Analysis for Interpreting the Latent Space of GANs. - James Oldfield 001; Markos Georgopoulos; Yannis Panagakis; Mihalis A. Nicolaou; Ioannis Patras (BMVC, 2021)

Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer. - Markos Georgopoulos; James Oldfield 001; Mihalis A. Nicolaou; Yannis Panagakis; Maja Pantic (Int. J. Comput. Vis., 2021)

Tensor Methods in Computer Vision and Deep Learning. - Yannis Panagakis; Jean Kossaifi; Grigorios G. Chrysos; James Oldfield 001; Mihalis A. Nicolaou; Anima Anandkumar; Stefanos Zafeiriou (Proc. IEEE, 2021)

Cluster-guided Image Synthesis with Unconditional Models. - Markos Georgopoulos; James Oldfield 001; Grigorios G. Chrysos; Yannis Panagakis (CVPR, 2022)

ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences. - Christos Tzelepis; James Oldfield 001; Georgios Tzimiropoulos; Ioannis Patras (CoRR, 2022)

Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes. - James Oldfield 001; Yannis Panagakis; Mihalis A. Nicolaou (IEEE Trans. Neural Networks Learn. Syst., 2022)

PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. - James Oldfield 001; Christos Tzelepis; Yannis Panagakis; Mihalis Nicolaou; Ioannis Patras (ICLR, 2023)

Parts of Speech-Grounded Subspaces in Vision-Language Models. - James Oldfield 001; Christos Tzelepis; Yannis Panagakis; Mihalis Nicolaou; Ioannis Patras (NeurIPS, 2023)

Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization. - James Oldfield 001; Markos Georgopoulos; Grigorios Chrysos 002; Christos Tzelepis; Yannis Panagakis; Mihalis Nicolaou; Jiankang Deng; Ioannis Patras (NeurIPS, 2024)

Bilinear Models of Parts and Appearances in Generative Adversarial Networks. - James Oldfield 001; Christos Tzelepis; Yannis Panagakis; Mihalis A. Nicolaou; Ioannis Patras (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards Interpretability Without Sacrifice: Faithful Dense Layer Decomposition with Mixture of Decoders. - James Oldfield 001; Shawn Im; Yixuan Li; Mihalis A. Nicolaou; Ioannis Patras; Grigorios G. Chrysos (CoRR, 2025)