Schedule

Workshop date: March 6, 2026 afternoon (1-5pm) 

Workshop Location: AZ Ballroom 3-4

Portal Zoom LINK: https://reurl.cc/nq8aXd

Posters Boards: 80-91

Tentative program

• 1:00-1:05pm Opening Remarks🤗

• 1:05-1:35pm Invited Talk: Mickael Coustaty - "Toward a trustable document analysis system?" 

• 1:35-3:00pm Oral Presentations:

  • • • • An Empirical Study of Siamese Vision Transformers for Scribe Re-Identification

Alessio Fagioli, Carmine Fabbri, Luigi Cinque, Emanuela Colombi, Gian Luca Foresti

• • • • • Cross-Lingual Transfer for Complex Scripts: A Benchmark on End-to-End Khmer Scene Text Spotting

Vannkinh Nom, Saly Keo, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickael Coustaty, Jean-marc Ogier

• • • • • Adaptive Multi-Scale Feature Fusion for Paragraph-Level Handwritten Text Recognition via Spatial Attention

Baha Edine Harrath, Mohammed Hamdan, Mohamed Cheriet

• • • • • Gram-Schmidt Feature Reduction for Disentangled Writer Identification in Degraded Historical Documents: Separating Stylistic Signal from Artifact Noise

Kaveh Safavigerdini, Bahram Yaghooti, Amir Erfan Zareei Shams Abadi, Bruno Sinopoli, Kannappan Palaniappan

• • • • • Advanced Document Understanding via Synthetic Instruction Tuning 

Yanlin Zhou, Fuxiao Liu

• 3:00-3:45pm Coffee Break and Poster Session☕

• 3:45-4:15pm Invited Talk: George Retsinas - "HTG: Beyond Visual Quality - Diffusion Models, Guidance, and Evaluation"

• 4:15-4:50pm Oral Presentations:

  • • • • SynthForm: Towards a DLA-free E2E Form understanding model

Andre Fu, Egil Karlsen

• • • • • Pseudo Contrastive Learning for Diagram Comprehension in Multimodal Models

Hiroshi Sasaki

• • • • • SAVIOR: Sample-efficient Adaptation of Vision-Language Models for OCR Representation

Akshata A Bhat, Sharath Naganna, Saiful Haq, Niyati Chhaya, Prashant Khatri, Krishna Chaitanya Reddy Tamataam, Neha Arun

• 4:50-5:00pm Best paper award! 🏆

• 5:00pm Closing Remarks 👋