Doctoral Consortium

The Doctoral Consortium (DC) provides a forum for PhD students to present and discuss their research. It enables participants to receive feedback from experienced researchers, exchange ideas with peers, and refine their research questions, methodology, and research plans. Each doctoral student is paired with one or more mentors who provide guidance and feedback throughout the consortium.

The Doctoral Consortium consists of two complementary sessions. The first is a Pitch Session, which opens with a keynote address by Josep Lladós, who will share his perspective on conducting research and offer practical advice for doctoral students. Following the keynote, each PhD student delivers a three-minute presentation introducing their research question and current progress.

The second is the Poster Session, where PhD students present and discuss their research. This interactive session allows participants to engage with conference attendees, mentors, and fellow doctoral students through questions and discussions, helping them refine their ideas and consider different perspectives on their research.

To recognize the quality of the presentations and discussions, a Best Doctoral Consortium Presentation Award will be presented during the conference closing session.

Dates

  • Monday, August 31, from 15:40 to 16:40: Keynote Speaker + Pitch Session
  • Wednesday, September 2, from 13:20 to 15:00: Poster Session
  • Wednesday, September 2, at 16:40: Award Presentation during the closing session

Participants

The following PhD students have been selected to participate in the Doctoral Consortium. Their research topics and assigned mentor(s) are listed below.

DC.1 — Some Aspects of Optical Music Recognition from Scanned Documents for Immersive Music Learning

Speaker: Ankit Sinha

Supervisors: Chiranjoy Chattopadhyay and Rahul Kumar Ray, FLAME University, Pune, Maharashtra, India

Mentor: Jorge Calvo-Zaragoza, Universidad de Alicante, Spain


DC.2 — Multimodal Information Extraction from Visually Rich Documents in Domain-Specific and Multilingual Settings

Speaker: Catyana Heyne

Supervisors: Jürgen Frikel and Filippo Riccio, OTH Regensburg, Germany

Mentor: Nicholas Howe, Smith College, USA


DC.3 — Beyond Text and Pixels: Spatial Reasoning for Manuscript Exploration

Speaker: Jan-Frederik Stock

Supervisors: Hussein Mohammed and Frank Steinicke, Visual Manuscript Analysis Lab, Centre for the Study of Manuscript Cultures, University of Hamburg, Germany

Mentor: Jean-Christophe Burie, University of La Rochelle, France


DC.4 — An Evaluation Framework for Automatic Text Recognition of Historical Documents

Speaker: Mirjam Cuper

Supervisors: Cynthia Liem and Julián Urbano, TU Delft, the Netherlands, and KB, the National Library of the Netherlands

Mentor: Mickael Coustaty, University of La Rochelle, France


DC.5 — Agentic Systems for Complex Document Understanding

Speaker: Olivier D’Ancona

Supervisors: Andreas Fischer and Anna Scius-Bertrand, University of Fribourg and University of Applied Sciences and Arts of Western Switzerland

Additional Supervisor: Momina Moetesum, SEECS, National University of Sciences and Technology, Pakistan


DC.6 — From Pixels to Data: Deep Learning for Understanding Information Visualizations

Speaker: Poonam Poonam

Supervisor: Timo Ropinski, Ulm University, Germany

Mentor: Andreas Fischer, University of Fribourg, Switzerland


DC.7 — High-Level Retrieval from Historical Document Collections: From OCR to Evidence-Grounded Findings

Speaker: Seth Stewart

Supervisor: David Wingate, Brigham Young University, Provo, Utah, USA

Mentor: Vincent Christlein, University of Erlangen–Nuremberg, Germany


DC.8 — Deep Learning for Low-Resource Cursive Scripts: Advancing Urdu–Pashto Handwritten Text Recognition

Speaker: Syed Yaqub Shah

Supervisor: Robert Sablatnig, Computer Vision Lab, TU Wien, Vienna, Austria

Mentor: Faisal Shafait, SEECS, National University of Sciences and Technology, Pakistan


DC.9 — Combining Images and Graph Neural Networks

Speaker: Tim Hallyburton

Supervisor: Gernot Fink, TU Dortmund, Germany

Mentor: Josep Lladós, Computer Vision Center, Universitat Autònoma de Barcelona, Spain


DC.10 — Distributed Cognitive Architectures: From Biological Foundations to Formal Convergence Theory and Operational Validation

Speaker: Welf Wustlich

Supervisor: Thomas Martinetz, Institute for Neural and Bioinformatics, University of Lübeck, Germany

Mentor: Silvia Cascianelli, Politecnico di Milano, Italy