2 papers
cs.CV2026
Beyond Scanpaths: Graph-Based Gaze Simulation in Dynamic Scenes
Luke Palmer, Petar Palasek, Hazem Abdelkawy
Accurately modelling human attention is essential for numerous computer vision applications, particularly in the domain of automotive safety. Existing methods typically collapse ga…
cs.CV2026
Self-Attention And Beyond the Infinite: Towards Linear Transformers with Infinite Self-Attention
Giorgio Roffo, Hazem Abdelkawy, Nilli Lavie +1
The quadratic cost of softmax attention limits Transformer scalability in high-resolution vision. We introduce Infinite Self-Attention (InfSA), a spectral reformulation that treats…