2 papers
cs.LG2026
DocDjinn: Controllable Synthetic Document Generation with VLMs and Handwriting Diffusion
Marcel Lamott, Saifullah Saifullah, Nauman Riaz +11
Effective document intelligence models rely on large amounts of annotated training data. However, procuring sufficient and high-quality data poses significant challenges due to the…
cs.CL2024
Leveraging Distillation Techniques for Document Understanding: A Case Study with FLAN-T5
Marcel Lamott, Muhammad Armaghan Shakir
The surge of digital documents in various formats, including less standardized documents such as business reports and environmental assessments, underscores the growing importance…