Diffusion representations for fine-grained image classification: a marine plankton case study.
A. Nieto Juscafresa, Á. Mazcuñán Herreros and J. Sullivan. arXiv:2601.13416, 2026.
[abstract]
[PDF]
Learning incomplete factorization preconditioners for GMRES.
P. Häusner, A. Nieto Juscafresa and J. Sjölund. Northern Lights Deep Learning Conference (NLDL), PMLR 265:85-99, 2025.
[proceedings]
[arXiv]
[code]
[slides, PDF, 672K]
Graph neural network-based preconditioners for optimizing GMRES.
A. Nieto Juscafresa. Master's thesis, Uppsala University, 2024.
[thesis]
[code]
[slides, PDF, 3.3M]
An introduction to explainable artificial intelligence with LIME and SHAP.
A. Nieto Juscafresa. Bachelor's thesis, University of Barcelona, 2022.
[thesis]
[code]
[slides, PDF, 3.6M]