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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…
cs.CV2025
A Temporal Convolutional Network-Based Approach and a Benchmark Dataset for Colonoscopy Video Temporal Segmentation
Carlo Biffi, Giorgio Roffo, Pietro Salvagnini +1
Following recent advancements in computer-aided detection and diagnosis systems for colonoscopy, the automated reporting of colonoscopy procedures is set to further revolutionize c…