Forouzan (Rose) Fallah

Hi there!

I am a Ph.D. student in Computer Science at Arizona State University, working in the Active Perception Group advised by Prof. Yezhou (YZ) Yang. My research focuses on generative AI, especially text-to-image generation, reliable text rendering, and localized image editing. I aim to make multimodal models more controllable, trustworthy, and ready for real‑world creative and decision‑making tools.

News

• June 2025 — Honored with the Best Paper Award for our work, TextInVision, at the CVPR 2025 BEAM workshop.
• May 2025 — Our work, TextInVision, selected for an Oral Presentation at the CVPR 2025 BEAM workshop.
• Sep 2024 — Received a return offer to rejoin my team at NVIDIA as a Control Software Engineer Intern for Summer 2025.
• Aug 2024 — I successfully concluded my internship at NVIDIA and our work on safe online parameter tuning using RL resulted in a patent filing by the team.
• May 2024 — I began my internship as a Control Software Engineer at NVIDIA.
• Dec 2023 — Our paper, Transforming Discrete Event Models to Machine Learning Models, was published in the proceedings of the 2023 Winter Simulation Conference (WSC).

Selected Publications & Preprints

• 

  TextInVision: Text and Prompt Complexity Driven Visual Text Generation Benchmark

  Forouzan Fallah, Maitreya Patel, Agneet Chatterjee, Vlad I. Morariu, Chitta Baral, Yezhou Yang

  CVPR 2025 — BEAM Workshop

  Oral Best Paper

• 

  RareFlow: Physics-Aware Flow-Matching for Cross-Sensor Super-Resolution of Rare-Earth Features

  Forouzan Fallah, Wenwen Li, Chia-Yu Hsu, Hyunho Lee, Yezhou Yang

  submitted to ICLR 2026

  Preprint

• 

  Transforming Discrete Event Models To Machine Learning Models

  Hessam S Sarjoughian, Forouzan Fallah, Seyyedamirhossein Saeidi, Edward J Yellig

  Winter Simulation Conference (WSC), 2023

  Preprint

Full list in here.

Education

• Arizona State University — Ph.D. in Computer Science

  Aug 2022 – Present · Tempe, AZ

  • GPA: 4/4
  • Advisor: Yezhou (YZ) Yang

• Tarbiat Modares University — M.Sc. in Electrical Engineering

  Sep 2018 – Sep 2021 · Tehran, Iran

  • GPA: 4/4
  • Advisor: Amin Ramezani; Ali Mehrizi-Sani

• Amirkabir University of Technology — B.Sc. in Electrical Engineering

  Sep 2014 – Sep 2018 · Tehran, Iran

  • GPA: 3.6/4

Teaching Assistant

• Knowledge Representation and Reasoning — ASU
• Frontier Topics in Generative AI — ASU
• Object-Oriented Programming & Data Structures — ASU
• Multimedia Information Systems — ASU
• Modeling & Simulation — ASU
• Data-Driven Fault-Tolerant Control Systems — TMU
• Model-Based Fault-Tolerant Control Systems — TMU
• Robust Control Systems — TMU
• Model Predictive Control System — AUT

Community Services

• Reviewer — ICCV 2025
• Reviewer — NeurIPS 2024-RBFM
• Reviewer — WACV 2024
• Reviewer — IEEE Transactions on Multimedia (September 2024)
• Reviewer — IEEE Robotics and Automation Letters (January 2024)