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Giuseppe Cartella

3 accepted papers

2025

Modeling Human Gaze Behavior with Diffusion Models for Unified Scanpath Prediction

ICCV 2025poster

Predicting human gaze scanpaths is crucial for understanding visual attention, with applications in human-computer interaction, autonomous systems, and cognitive robotics. While deep learning models have advanced scanpath prediction, most existing approaches generate averaged behaviors, failing to c…

2024

Trends, Applications, and Challenges in Human Attention Modelling

IJCAI 2024poster

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…

2023

Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing

ICCV 2023poster

Fashion illustration is used by designers to communicate their vision and to bring the design idea from conceptualization to realization, showing how clothes interact with the human body. In this context, computer vision can thus be used to improve the fashion design process. Differently from previo…

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