Showing cs.CVShow all
2 papers · 1 filter
cs.CV2025
Rule-Based Reinforcement Learning for Document Image Classification with Vision Language Models
Michael Jungo, Andreas Fischer
Rule-based reinforcement learning has been gaining popularity ever since DeepSeek-R1 has demonstrated its success through simple verifiable rewards. In the domain of document analy…
cs.CV2024
Zero-Shot Prompting and Few-Shot Fine-Tuning: Revisiting Document Image Classification Using Large Language Models
Anna Scius-Bertrand, Michael Jungo, Lars Vögtlin +2
Classifying scanned documents is a challenging problem that involves image, layout, and text analysis for document understanding. Nevertheless, for certain benchmark datasets, nota…