Lebenslauf und Publikationen Marzieh Malekzadeh Mahani

Education

  • Feb 2025 - Present: PhD Candidate, FIZ Karlsruhe – Leibniz Institute for Information Infrastructure and Karlsruhe Institute of Technology (KIT), Institute of Applied Informatics and Formal Description Methods (AIFB)
  • 2019 - 2022: Master of Science in Information Technology - Multimedia Systems, Shahid Beheshti University, Tehran
  • 2014 - 2018: Bachelor of Science in Information Technology, Yazd University

Master’s Thesis

  • Title: A vision transformer-based method for figure question answering 
    Supervisor: Dr. Ali Nadian-Ghomsheh
    Summary: Developed a new dataset to enhance Figure Question Answering (FQA), a subtask of Visual Question Answering (VQA). The research focused on expanding the variety of figures and question types to evaluate how increased complexity impacts model performance. The study involved:
  • Designing and generating a dataset with diverse figures, incorporating various visual structures and question-answer pairs.
  • Implementing a deep learning model using Vision Transformer (ViT) to extract spatial and contextual features from figures.
  • Exploring the impact of figure complexity and question diversity on model accuracy and generalization.

Experience

  • Fall 2024 – Fall 2025: Student Research Assistant at the Karlsruhe Institute of Technology- AIFB working on building language model assistants to answer questions regarding the private documents.
  • Fall – Winter 2025: Teaching Assistant for Databases-XML at Karlsruhe Institute of Technology
    • Professor: Prof. Dr. Andreas Oberweis
  • Spring 2021: Teaching Assistant for Computer Graphics at Shahid Beheshti University
    • Professor: Dr. Ali Nadian-Ghomsheh
  • Fall 2020: Teaching Assistant for Image Processing at Shahid Beheshti University
    • Professor: Dr. Ali Nadian-Ghomsheh
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Kontakt

Marzieh Malekzadeh Mahani

Wissenschaftliche Mitarbeiterin, Information Service Engineering
Tel.:
+49 7247 808 523
+49 7247 808 523
marzieh.malekzadeh_mahani [at] fiz-karlsruhe.de