2 papers
cs.CV2026
A Systematic Comparison of Training Objectives for Out-of-Distribution Detection in Image Classification
Furkan Genç, Onat Özdemir, Emre Akbaş
Out-of-distribution (OOD) detection is critical in safety-sensitive applications. While this challenge has been addressed from various perspectives, the influence of training objec…
eess.SP2026
NeuroSSM: Multiscale Differential State-Space Modeling for Context-Aware fMRI Analysis
Furkan Genç, Boran İsmet Macun, Sait Sarper Özaslan +2
Accurate fMRI analysis requires sensitivity to temporal structure across multiple scales, as BOLD signals encode cognitive processes that emerge from fast transient dynamics to slo…