- SUM: Saliency Unification through Mamba for Visual Attention Modeling
Alireza Hosseini, Amirhossein Kazerouni, Saeed Akhavan, Michael Brudno, Babak Taati
About
I received a B.Sc. degree in Electrical Engineering from Iran University of Science and Technology and completed my Master of Science in Telecommunication Systems at the University of Tehran in September 2024. I currently work as a research assistant at the Computation and Communication lab at the University of Tehran and as an AI developer at AVIR AI Center. My fields of interest include Machine Learning, Deep Learning, Signal Processing, and related areas. It is always my pleasure to discuss topics related to research. Feel free to email me! [My CV]
Education
- Master's in Telecommunication Systems, University of Tehran
- Bachelor's in Electrical Engineering, Iran University of Science and Technology
- Sep. 2022 - Sep. 2024
- Sep. 2017 - Mar. 2022
Experience
- AI Developer, AVIR AI Center, Tehran, Iran
- AI Developer, University of Tehran
- AI Developer, Irankhodro Powertrain Co, Tehran, Iran
- AI Developer, University of Tehran
- Jul. 2022 - Present
- Jan. 2023 - Nov. 2023
- Jul. 2021 - Jul. 2022
- Dec. 2021 - Sep. 2022
Publications
- Brand Visibility in Packaging: A Deep Learning Approach for Logo Detection, Saliency-Map Prediction, and Logo Placement Analysis
Alireza Hosseini, Kiana Hooshanfar, Pouria Omrani, Reza Toosi, Ramin Toosi, Zahra Ebrahimian, Mohammad Ali Akhaee
- INCODE: Implicit Neural Conditioning with Prior Knowledge Embeddings
Amirhossein Kazerouni, Reza Azad, Alireza Hosseini, Dorit Merhof, Ulas Bagci
- Hybrid Retrieval-Augmented Generation Approach for LLMs Query Response Enhancement
Pouria Omrani, Alireza Hosseini, Kiana Hooshanfar, Zahra Ebrahimian, Ramin Toosi, Mohammad Ali Akhaee
Conference: IEEE ICWR 2024
Paper- Farsi CAPTCHA Recognition Using Attention-Based Convolutional Neural Network
Alireza Hosseini , Matine Hajyan, Ramin Toosi, Mohammad Ali Akhaee
Conference: IEEE ICWR 2023
Paper- Machine vision–based measurement approach for engine accessory belt transverse vibration based on deep learning method
Ashkan Moosavian, Alireza Hosseini, Seyed Mohammad Jafari, Iman Chitsaz, Shahriar Baradaran Shokouhi
Journal: Automotive Science and Engineering 2022
Paper- Development of Machine Vision System to Track Movement of an Engine Timing Belt Tensioner Based on Deep Neural Network
Alireza Hosseini, Moosavian Ashkan, Saeed Javan, Shahriar B Shokouhi
The Journal of Engine Research 2022
News
[Sep. 2024] Defend Master thesis at University of Tehran.
[Aug. 2024] Accepted paper, SUM at WACV'25.
[Jul. 2024] Preprint Arxiv paper, SUM.
[May. 2024] Accepted paper, Hybrid RAG Approach for LLMs at ICWR'24.
[Mar. 2024] Preprint Arxiv paper, Brand Visibility in Packaging.
Contact
For inquiries or feedback on my research, don't hesitate to reach out. I’m always happy to hear from you and exchange ideas.