Automated Human Cell Classification in Sparse Datasets using Few-Shot Learning. - Reece Walsh; Mohamed H. Abdelpakey; Mohamed S. Shehata; Mostafa M. Mohamed (CoRR, 2021)

Regularized Meta-Training with Embedding Mixup for Improved Few-Shot Learning. - Reece Walsh; Mohamed S. Shehata (ISVC (2), 2023)

Masked Embedding Modeling With Rapid Domain Adjustment for Few-Shot Image Classification. - Reece Walsh; Islam I. Osman; Mohamed S. Shehata (IEEE Trans. Image Process., 2023)

Fully Self-Supervised Out-of-Domain Few-Shot Learning with Masked Autoencoders. - Reece Walsh; Islam I. Osman; Omar Abdelaziz; Mohamed S. Shehata (J. Imaging, 2024)