Hello! I'm
Hossein Shakibania
Hossein Shakibania
I am an MS student in Artificial Intelligence and Machine Learning at Technical University of Darmstadt and a student research assistant at Multimodal AI Lab, led by Prof. Marcus Rohrbach and Prof. Anna Rohrbach. I completed my BS in Computer Engineering in 2024 at Bu-Ali Sina University.
I am broadly interested in Multimodal Generative Models, particularly their applications in Content Creation, Controllable Editing, and Creative AI. My current research centers on Compositionality in Diffusion-based methods.
Feel free to reach out. I'm open to collaborations!
News
March 2024
Graduated from Bu-Ali Sina University with a Bachelor's in Computer Engineering! 🎓
Publications
For a complete list of my research works, please look up my Google Scholar.
Digital Signal Processing, 2024
CDAN: Convolutional dense attention-guided network for low-light image enhancement
Biomedical Signal Processing and Control, 2024
Dual branch deep learning network for detection and stage grading of diabetic retinopathy
Experience
Student Research Assistant
Under the supervision of Prof. Anna Rohrbach and Prof. Marcus Rohrbach.
Developing a method to learn and personalize relational concepts in text-to-image diffusion models.
Undergraduate Student Researcher
Under the supervision of Prof. Hassan Khotanlou.
Collaborated on a project focused on cloud removal from satellite imagery.
Undergraduate Student Researcher
Intelligent Systems & Machine Learning Lab
Work Study
October 2022 - April 2023
Under the supervision of Prof. Muharram Mansoorizadeh.
Proposed a framework and a dataset for detecting and grading diabetic retinopathy.
