Aiden Durrant

14 papers Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
HiAP: A Multi-Granular Stochastic Auto-Pruning Framework for Vision Transformers.
CoRR
Andy Li, Aiden Durrant, Milan Markovic, Georgios Leontidis
2025 J jnl
Capsule Network Projectors are Equivariant and Invariant Learners.
Trans. Mach. Learn. Res.
Miles Everett, Aiden Durrant, Mingjun Zhong, Georgios Leontidis
2025 J jnl
EquiCaps: Predictor-Free Pose-Aware Pre-Trained Capsule Networks.
CoRR
Athinoulla Konstantinou, Georgios Leontidis, Mamatha Thota, Aiden Durrant
2025 — conf
Exploring Segment Anything Foundation Models for Out of Domain Crevasse Drone Image Segmentation.
NLDL
Steven Wallace, Aiden Durrant, William David Harcourt, Richard Hann, Georgios Leontidis
2025 J jnl
Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning.
Trans. Mach. Learn. Res.
Andy Li, Aiden Durrant, Milan Markovic, Tianjin Huang, Souvik Kundu, Tianlong Chen, Lu Yin, Georgios Leontidis
2024 J jnl
Capsule Network Projectors are Equivariant and Invariant Learners.
CoRR
Miles Everett, Aiden Durrant, Mingjun Zhong, Georgios Leontidis
2024 J jnl
Monkey Transfer Learning Can Improve Human Pose Estimation.
CoRR
Bradley Scott, Clarisse F. de Vries, Aiden Durrant, Nir Oren, Edward K. Chadwick, Dimitra Blana
2024 J jnl
Pushing the Limits of Sparsity: A Bag of Tricks for Extreme Pruning.
CoRR
Andy Li, Aiden Durrant, Milan Markovic, Lu Yin, Georgios Leontidis
2023 J jnl
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes.
CoRR
Aiden Durrant, Georgios Leontidis
2023 J jnl
S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning.
CoRR
Alzbeta Manová, Aiden Durrant, Georgios Leontidis
2022 J jnl
Hyperspherically regularized networks for self-supervision.
Image Vis. Comput.
Aiden Durrant, Georgios Leontidis
2022 J jnl
The role of cross-silo federated learning in facilitating data sharing in the agri-food sector.
Comput. Electron. Agric.
Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis
2021 J jnl
Hyperspherically Regularized Networks for BYOL Improves Feature Uniformity and Separability.
CoRR
Aiden Durrant, Georgios Leontidis
2021 J jnl
The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector.
CoRR
Aiden Durrant, Milan Markovic, David Matthews, David May, Jessica A. Enright, Georgios Leontidis