2 papers
cs.CV2026
ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering
Aymen Lassoued, Mohamed Ali Souibgui, Yousri Kessentini
Document Visual Question Answering (DocVQA) remains challenging for existing Vision-Language Models (VLMs), especially under complex reasoning and multi-step workflows. Current app…
cs.CV2024
CSSL-MHTR: Continual Self-Supervised Learning for Scalable Multi-script Handwritten Text Recognition
Marwa Dhiaf, Mohamed Ali Souibgui, Kai Wang +4
Self-supervised learning has recently emerged as a strong alternative in document analysis. These approaches are now capable of learning high-quality image representations and over…