Biography
Personal Information
Educational Background
Research Interests
Mohammad Hossein Rohban
Associate Professor
Robust and
Interpretable Machine Learning Lab (RIML): Website; YouTube; GitHub; Telegram
Department
of Computer Engineering,
Sharif
University of Technology
Email: [My last name]@sharif.edu
Tel: +98-21-66165786
Address: Room 806, Department of Computer
Engineering,
Sharif University of Technology, Azadi Ave.,
Tehran, Iran (Postal Code: 11155/1639)
12 Mar. 2025 : Our paper titled as Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models! ,” has been accepted in TMLR. Awesome job by Arash Marioryad, Reza Abbasi, Mohammadali Banayeeanzade, and Prof. Mahdieh Soleymani!
27 Feb. 2025 : Our paper titled as PatchGuard: Adversarially Robust Anomaly Detection and Localization through Vision Transformers and Pseudo Anomalies ,” has been accepted in CVPR 2025. Awesome job by Mojtaba Nafez and his team!
27 Feb. 2025 : Our paper titled as Bias in CLIP Encoders: A Study of Encoder Bias and Object Representation in Multi-Object Scenarios ,” has been accepted in CVPR 2025. Awesome job by Reza Abbasi, Prof. Mahdieh Soleymani, and the team!
22 Jan. 2025 : Our workshop proposal titled as Spurious Correlation and Shortcut Learning: Foundations and Solutions ,” has been accepted in ICLR 2025. Awesome job by Hesam Asadollahzadeh, Mahdi Ghaznavi, Prof. Mahdieh Soleymani, Polina Kirichenko and the team!
22 Jan. 2025 : Our paper titled as Adversarially Robust Anomaly Detection through Spurious Negative Pair Mitigation ,” has been accepted in ICLR 2025. Awesome job by Hossein Mirzaei, Mojtaba Nafez, and the team!
25 Sep. 2024 : Our paper titled as Scanning Trojaned Models Using Out-of-Distribution Samples ,” has been accepted in NeurIPS 2024. Awesome job by Hossein Mirzaei and his team!
10 Jul. 2024 : Our paper titled as Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to The Persian Language? ,” has been accepted in COLM 2024. Awesome job by Omid Ghahroodi, Marzia Nouri, Prof. Mahdieh Soleymani, Prof. Ehsan Asgai, and the team!
3 Jul. 2024 : Our paper titled as Snuffy: Efficient Universal Approximating Whole Slide Image Classification Framework ,” has been accepted in ECCV 2024. Awesome job by Hossein Jafarinia and his team!
3 Jul. 2024 : Our paper titled as Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models ,” has been accepted in ECCV 2024. Awesome job by Reza Abbasi and Prof. Mahdieh Soleymani!
2 May 2024 : Our paper titled as RODEO: Robust Outlier Detection via Exposing Adaptive Outliers ,” has been accepted in ICML 2024. Awesome job by Hossein Mirzaei, Prof. Mahdieh Soleymani, and the team!
27 Feb. 2024 : Our paper titled as Universal Novelty Detection through Adaptive Contrastive Learning ,” has been accepted in CVPR 2024. Awesome job by Hossein Mirzaei, Mojtaba Nafez, and the team!
24 Jun 2024 : Our paper titled as Weakly-supervised Drug Efficiency Estimation with Confidence Score: Application to COVID-19 Drug Discovery ,” has been accepted in MICCAI 2023. Awesome job by Nahal Mirzaei, and Mohammadvali Sanian!
21 Jan. 2023 : Our paper titled as Fake It Until You Make It : Towards Accurate Near-Distribution Novelty Detection ,” has been accepted in ICLR 2023. Kudos to Hossein Mirzaei and his team!
15 Sep. 2022 : Our paper titled as Your Out-of-Distribution Detection Method is Not Robust! ,” has been accepted in NeurIPS 2022. Brilliant job by Mohammad Azizmalayeri and his team!
1 Oct. 2021 : Our paper titled as “Deep learning for classification of cervical maturation degree and pubertal growth spurts: A pilot study ,” has been accepted in the Korean Journal of Orthodontics.
13 Sep. 2019 : Our paper titled as “ARAE: Adversarially Robust Training of Autoencoders Improves Novelty Detection,” has been accepted in the Elsevier Neural Networks Journal.
Mar. 2021 : Our paper titled as “Multiresolution Knowledge Distillation for Anomaly Detection,” has been accepted at CVPR 2021.
28 Aug. 2019 : Quera College has launched an online course in Persian with certificate level training on "Problem Oriented Learning of Artificial Intelligence and Machine Learning", in which I have supervised the course design.
16 Aug. 2019 : Our abstract titled "Assessing Neo-vasculogenesis Potential of Stem Cells Isolated from Various Human Tissues with a Novel Automated Histological Image Analysis Pipeline" got accepted for poster presetnation at EMBL Symposium: Seeing is Believing - Imaging the Molecular Processes of Life. Contributors include: Dr. Rokhsareh Rohban, Mrs. Helia Ziaei, Mrs. Rassa Ghavami, and Prof. Hamid R. Rebiee.
7 May. 2019 : Our paper titled "Capturing single-cell heterogeneity via data fusion improves image-based profiling" is accepted in Nature Communications. The contributors are Dr. Shantanu Singh, Dr. Hamdah S. Abbasi, and Dr. Anne Carpenter.