2 papers
cs.LG2025
Exploring Pseudo-Token Approaches in Transformer Neural Processes
Jose Lara-Rangel, Nanze Chen, Fengzhe Zhang
Neural Processes (NPs) have gained attention in meta-learning for their ability to quantify uncertainty, together with their rapid prediction and adaptability. However, traditional…
cs.LG2025
On the Limits of Applying Graph Transformers for Brain Connectome Classification
Jose Lara-Rangel, Clare Heinbaugh
Brain connectomes offer detailed maps of neural connections within the brain. Recent studies have proposed novel connectome graph datasets and attempted to improve connectome class…