James Oldfield

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 19

Top Topics

Dimensionality Reduction

Unsupervised Learning

Visual Attributes

Tensor Decomposition

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

James Oldfield, Markos Georgopoulos, Grigorios G. Chrysos, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Jiankang Deng, Ioannis Patras
Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization. CoRR (2024)
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. ICLR (2023)
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis Nicolaou, Ioannis Patras
Parts of Speech-Grounded Subspaces in Vision-Language Models. NeurIPS (2023)
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
Parts of Speech-Grounded Subspaces in Vision-Language Models. CoRR (2023)
Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
Cluster-guided Image Synthesis with Unconditional Models. CVPR (2022)
James Oldfield, Christos Tzelepis, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
PandA: Unsupervised Learning of Parts and Appearances in the Feature Maps of GANs. CoRR (2022)
Christos Tzelepis, James Oldfield, Georgios Tzimiropoulos, Ioannis Patras
ContraCLIP: Interpretable GAN generation driven by pairs of contrasting sentences. CoRR (2022)
James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou
Adversarial Learning of Disentangled and Generalizable Representations of Visual Attributes. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
Tensor Methods in Computer Vision and Deep Learning. CoRR (2021)
James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
Tensor Component Analysis for Interpreting the Latent Space of GANs. BMVC (2021)
James Oldfield, Markos Georgopoulos, Yannis Panagakis, Mihalis A. Nicolaou, Ioannis Patras
Tensor Component Analysis for Interpreting the Latent Space of GANs. CoRR (2021)
Yannis Panagakis, Jean Kossaifi, Grigorios G. Chrysos, James Oldfield, Mihalis A. Nicolaou, Anima Anandkumar, Stefanos Zafeiriou
Tensor Methods in Computer Vision and Deep Learning. Proc. IEEE 109 (5) (2021)
Markos Georgopoulos, James Oldfield, Grigorios G. Chrysos, Yannis Panagakis
Cluster-guided Image Synthesis with Unconditional Models. CoRR (2021)
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
Mitigating Demographic Bias in Facial Datasets with Style-Based Multi-attribute Transfer. Int. J. Comput. Vis. 129 (7) (2021)
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
Enhancing Facial Data Diversity with Style-based Face Aging. CVPR Workshops (2020)
Markos Georgopoulos, James Oldfield, Mihalis A. Nicolaou, Yannis Panagakis, Maja Pantic
Enhancing Facial Data Diversity with Style-based Face Aging. CoRR (2020)
Giannis Ashiotis, James Oldfield, Charalambos Chrysostomou, Theodoros Christoudias, Mihalis A. Nicolaou
Shared-Space Autoencoders with Randomized Skip Connections for Building Footprint Detection with Missing Views. ICPR Workshops (7) (2020)
Oroojeni M. J. Hooman, James Oldfield, Mihalis A. Nicolaou
Detecting Early Parkinson's Disease from Keystroke Dynamics using the Tensor-Train Decomposition. EUSIPCO (2019)
James Oldfield, Yannis Panagakis, Mihalis A. Nicolaou
Adversarial Learning of Disentangled and Generalizable Representations for Visual Attributes. CoRR (2019)