3 papers
stat.ME2026
A statistical perspective on transformers for small longitudinal cohort data
Kiana Farhadyar, Maren Hackenberg, Kira Ahrens +10
Modeling of longitudinal cohort data typically involves complex temporal dependencies between multiple variables. There, the transformer architecture, which has been highly success…
cs.CL2025
Scaling behavior of large language models in emotional safety classification across sizes and tasks
Edoardo Pinzuti, Oliver Tüscher, André Ferreira Castro
Understanding how large language models (LLMs) process emotionally sensitive content is critical for building safe and reliable systems, particularly in mental health contexts. We…
cs.LG2025
Visually grounded emotion regulation via diffusion models and user-driven reappraisal
Edoardo Pinzuti, Oliver Tüscher, André Ferreira Castro
Cognitive reappraisal is a key strategy in emotion regulation, involving reinterpretation of emotionally charged stimuli to alter affective responses. Despite its central role in c…