Publications

~200 citations on Google Scholar.

Structure Matters: Analyzing Videos Via Graph Neural Networks for Social Media Platform Attribution

Andrea Gemelli, Dasara Shullani, Daniele Baracchi, Simone Marinai, Alessandro Piva

International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
Deep-learning for dysgraphia detection in children handwritings

Andrea Gemelli, Simone Marinai, Emanuele Vivoli, Tamara Zappaterra

Document Engineering (DocEng), 2023
CTE: A Dataset for Contextualized Table Extraction

Andrea Gemelli, Emanuele Vivoli, Simone Marinai

Italian Research Conference on Digital Libraries (IRCDL), 2023
Doc2Graph: A Task Agnostic Document Understanding Framework Based on Graph Neural Networks

Andrea Gemelli, Sanket Biswas, Enrico Civitelli, Josep Lladós, Simone Marinai

European Conference on Computer Vision (ECCV) @ TiE Workshop, 2022
Graph Neural Networks and Representation Embedding for Table Extraction in PDF Documents

Andrea Gemelli, Emanuele Vivoli, Simone Marinai

International Conference on Pattern Recognition (ICPR), 2022
Data Augmentation on Graphs for Table Type Classification

Davide Del Bimbo, Andrea Gemelli, Simone Marinai

S+SSPR, 2022

BoundingDocs: a Unified Dataset for Document Question Answering with Spatial Annotations

Simone Giovannini, Fabio Coppini, Andrea Gemelli, Simone Marinai

International Journal on Document Analysis and Recognition (IJDAR), 2025
Datasets and annotations for layout analysis of scientific articles

Andrea Gemelli, Simone Marinai, Lorenzo Pisaneschi, Francesco Santoni

International Journal on Document Analysis and Recognition (IJDAR), 2024
Automatic generation of scientific papers for data augmentation in document layout analysis

Lorenzo Pisaneschi, Andrea Gemelli, Simone Marinai

Pattern Recognition Letters, 2023

Towards Reliable and Interpretable Document Question Answering via VLMs

Alessio Chen, Simone Giovannini, Andrea Gemelli, Fabio Coppini, Simone Marinai

arXiv, 2025