2 papers
cs.LG2025
Differential Gated Self-Attention
Elpiniki Maria Lygizou, Mónika Farsang, Radu Grosu
Transformers excel across a large variety of tasks but remain susceptible to corrupted inputs, since standard self-attention treats all query-key interactions uniformly. Inspired b…
cs.LG2024
Automated Immunophenotyping Assessment for Diagnosing Childhood Acute Leukemia using Set-Transformers
Elpiniki Maria Lygizou, Michael Reiter, Margarita Maurer-Granofszky +2
Acute Leukemia is the most common hematologic malignancy in children and adolescents. A key methodology in the diagnostic evaluation of this malignancy is immunophenotyping based o…