Marwa Dhiaf

According to our database, Marwa Dhiaf authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

UCL-MHTR: A unified continual learning system for multilingual handwritten text recognition.

Marwa Dhiaf, Mohamed Ali Souibgui, Yousri Kessentini, Alicia Fornés, Ahmed Cheikh Rouhou

Expert Syst. Appl., 2025

Information extraction from multi-layout invoice images using FATURA dataset.

Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini

Eng. Appl. Artif. Intell., 2025

2024

Graph Neural Networks for End-to-End Information Extraction from Handwritten Documents.

Yessine Khanfir, Marwa Dhiaf, Emna Ghodhbani, Ahmed Cheikh Rouhou, Yousri Kessentini

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

MSdocTr-Lite: A lite transformer for full page multi-script handwriting recognition.

Marwa Dhiaf, Ahmed Cheikh Rouhou, Yousri Kessentini, Sinda Ben Salem

Pattern Recognit. Lett., May, 2023

FATURA: A Multi-Layout Invoice Image Dataset for Document Analysis and Understanding.

Mahmoud Limam, Marwa Dhiaf, Yousri Kessentini

CoRR, 2023

2022

Transformer-based approach for joint handwriting and named entity recognition in historical document.

Ahmed Cheikh Rouhou, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem

Pattern Recognit. Lett., 2022

2021

Transformer-Based Approach for Joint Handwriting and Named Entity Recognition in Historical documents.

Ahmed Cheikh Rouhou, Marwa Dhiaf, Yousri Kessentini, Sinda Ben Salem

CoRR, 2021

DocNER: A Deep Learning System for Named Entity Recognition in Handwritten Document Images.

Marwa Dhiaf, Sana Khamekhem Jemni, Yousri Kessentini

Proceedings of the Neural Information Processing - 28th International Conference, 2021