Deakin, Tom

5 publications

ICLR 2026 Weight-Space Linear Recurrent Neural Networks Roussel Desmond Nzoyem, Nawid Keshtmand, Enrique Crespo-Fernandez, Idriss Tsayem, Raul Santos-Rodriguez, David A.W. Barton, Tom Deakin

ICLRW 2025 MixER: Better Mixture of Experts Routing for Hierarchical Meta-Learning Roussel Desmond Nzoyem, Grant Stevens, Amarpal Sahota, David A.W. Barton, Tom Deakin

ICLR 2025 Neural Context Flows for Meta-Learning of Dynamical Systems Roussel Desmond Nzoyem, David A.W. Barton, Tom Deakin

CoLLAs 2025 Reevaluating Meta-Learning Optimization Algorithms Through Contextual Self-Modulation Roussel Desmond Nzoyem, David A.W. Barton, Tom Deakin

ICLRW 2024 Neural Context Flows for Learning Generalizable Dynamical Systems Roussel Desmond Nzoyem, David A.W. Barton, Tom Deakin