Publications

* Denotes Equal Contribution

Conference Publications
  1. CVPR
    CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation
    Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, and Mahdieh Soleymani Baghshah
    CVPR, 2025
  2. ECCV
    Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models
    Reza Abbasi, Mohammad Hossein Rohban, and Mahdieh Soleymani Baghshah
    ECCV, 2024
  3. ECAI
    GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models
    Ali Abdollahi, Mahdi Ghaznavi, Mohammad Reza Karimi Nejad, Arash Mari Oriyad, Reza Abbasi, Ali Salesi, Melika Behjati, Mohammad Hossein Rohban, and Mahdieh Soleymani Baghshah
    In ECAI, 2024
Workshop Publications
  1. ICCV
    Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP
    Reza Abbasi, Mohammad Samiei, Mohammad Hossein Rohban, and Mahdieh Soleymani Baghshah
    ICCV workshop Out Of Distribution Generalization in Computer Vision, 2024
  2. ECCV
    Analyzing CLIP’s Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study
    Reza Abbasi, Ali Nazari, Aminreza Sefid, Mohammadali Banayeeanzade, Mohammad Hossein Rohban, and Mahdieh Soleymani Baghshah
    ECCV Workshop EVAL-FoMo, 2024
  3. ICML
    Spuriosity Rankings for Free: A Simple Framework for Last Layer Retraining Based on Object Detection
    Mohammad Azizmalayeri*, Reza Abbasi*, Reihaneh Zohrabi*, Mahdi Amiri*, Mohammad Taghi Manzuri, and Mohammad Hossein Rohban
    ICML Workshop on Spurious Correlations, 2023
Journal Publications
  1. TMLR
    Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!
    Arash Marioriyad, Mohammadali Banayeeanzade, Reza Abbasi, Mohammad Hossein Rohban, and Mahdieh Soleymani Baghshah
    TMLR, 2024
  2. Endodontics
    Artificial intelligence for detection of external cervical resorption using label-efficient self-supervised learning method
    Hossein Mohammad-Rahimi, Omid Dianat, Reza Abbasi, Samira Zahedrozegar, Ali Ashkan, Saeed Reza Motamedian, Mohammad Hossein Rohban, and Ali Nosrat
    Journal of Endodontics, 2024
  3. BMC Oral Health
    High-Resolution Dentomaxillofacial Cone-Beam Computed Tomography using Deep Learning-based Super-Resolution: A Pilot Study
    Zeynab Pirayesh, Hossein Mohammad-Rahimi, Saeed Reza Motamedian, Sepehr Amini Afshar, Reza Abbasi, Mohammad Hossein Rohban, Mina Mahdian, Mitra Ghazizadeh Ahsaie, and Mina Iranparvar Alamdari
    BMC Oral Health, 2024
Papers Under Review
  1. Dentistry
    A hierarchical deep learning approach for diagnosing impacted canine-induced root resorption via cone-beam computed tomography
    Ali Nazari, Seyed Mohammad Yousef Najafi, Reza Abbasi, Hossein Mohammad-Rahimi, Parisa Motie, Mina Iranparvar Alamdari, Mehdi Hosseinzadeh, Ruben Pauwels, and Falk Schwendicke
    journal of dentistry, 2024