“Trends, Applications, and Challenges in Human Attention Modelling”

Authors: Giuseppe Cartella, Marcella Cornia, Vittorio Cuculo, Alessandro D’Amelio, Dario Zanca, Giuseppe Boccignone, Rita Cucchiara

Abstract
Human attention modelling has proven, in recent years, to be
particularly useful not only for understanding the cognitive processes
underlying visual exploration, but also for providing support to
artificial intelligence models that aim to solve problems in various
domains, including image and video processing, vision-and-language
applications, and language modelling. This survey offers a reasoned
overview of recent efforts to integrate human attention mechanisms into
contemporary deep learning models and discusses future research
directions and challenges.

Vittorio Cuculo (University of Modena and Reggio Emilia) participated in the 33rd International Joint Conference on Artificial Intelligence (IJCAI), presenting the paper "Trends, Applications, and Challenges in Human Attention Modelling" (G. Cartella, M. Cornia, V. Cuculo, A. D'Amelio, D. Zanca, G. Boccignone, R. Cucchiara, University of Modena and Reggio Emilio, University of Milan, Friedrich-Alexander-Universitat Erlangen-Nurnberg). ... Read more

Our colleague, Davide Caffagni (University of Modena and Reggio Emilia) participated in the 62nd Annual Meeting of the Association for Computational Linguistics (ACL), presenting the paper "The Revolution of Multimodal Large Language Models: A Survey." Co-authored with Federico Cocchi, Luca Barsellotti, Nicholas Moratelli, Sara Sarto, Lorenzo Baraldi, Marcella Cornia and Rita Cucchiara (University of Modena ... Read more

Within the framework of the prestigious 18th International conference on Document Analysis and Recognition (ICDAR 2024)  the 16th IAPR International Workshop on Document Analysis Systems (DAS 2024) will be jointly held. Here, our colleagues Usman Nawaz, Liliana Lo Presti, Marianna Napolitano, and Marco La Cascia (ESFRI – RESILIENCE RI/PNRR ITSERR) will participate presenting the following ... Read more

Our colleague, Usman Nawaz (University of Palermo) participated in the 16th IAPR International Workshop on Document Analysis Systems (DAS 2024), jointly held with the 18th International Conference on Document Analysis and Recognition (ICDAR 2024), presenting the paper "Automatic Lemmatization of Old Church Slavonic Language Using a Novel Dictionary-Based Approach." Co-authored with Liliana Lo Presti (University ... Read more