3 papers
cs.CV2024
Shifted Window Fourier Transform And Retention For Image Captioning
Jia Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
Image Captioning is an important Language and Vision task that finds application in a variety of contexts, ranging from healthcare to autonomous vehicles. As many real-world applic…
cs.CL2024
Bidirectional Awareness Induction in Autoregressive Seq2Seq Models
Jia Cheng Hu, Roberto Cavicchioli, Alessandro Capotondi
Autoregressive Sequence-To-Sequence models are the foundation of many Deep Learning achievements in major research fields such as Vision and Natural Language Processing. Despite th…
cs.PF2023
The Importance of Worst-Case Memory Contention Analysis for Heterogeneous SoCs
Lorenzo Carletti, Gianluca Brilli, Alessandro Capotondi +2
Memory interference may heavily inflate task execution times in Heterogeneous Systems-on-Chips (HeSoCs). Knowing worst-case interference is consequently fundamental for supporting…