People
The faculty, researchers and students who make up the lab.
Faculty 1
PhD Students 4
Mohammad Mahdi Samiei
PhD student
Compositional Inductive Biases for Out of Distribution Generalization
MSc Students 8
Ali Rahimiakbar
MSc student
Improving the faithfulness of reasoning in multimodal large language models.
Mohammad Mahdi Vahedi
MSc student
Analysis and Enhancement of Compositional Generalization in Transformers
Alumni 36
| Name | Degree | Years | Thesis | Now |
|---|---|---|---|---|
| Adeleh Bitarafan | PhD student | — | Weakly Supervised Learning in 3D Medical Image Segmentation | — |
| Ali Abdollahi | MSc student | — | Compositional Generalization in Vision-Language Models | — |
| Alireza Roshanzamir | MSc student | — | Alzheimer’s Disease Diagnosis using Description Test | — |
| Alireza Sahaf Naeini | MSc student | — | Deep Networks in Reinforcement Learning | — |
| Amin Banayeeanzade | MSc student | — | Meta-Continual Learning | — |
| Amir Akbarnejad | MSc student | — | Probabilistic Approach for Multi-label Classification | — |
| Amir Ali Moinfar | MSc student | — | Single-Cell RNA-seq Dropout Imputation and Noise Reduction by Machine Learning | — |
| AmirHossein Ameli Kalkhoran | MSc student | — | Continual learning using unsupervised data | — |
| AmirShayan Haghipour | MSc student | — | Using deep generative models for event sequence generation in recommender systems | — |
| Arash Marioriyad | MSc student | — | Compositional Generation in Text-to-image Models | — |
| Danial Alihosseini | MSc student | — | Conditional Text Generation with Deep Generative Models | — |
| Ehsan Montahaei | MSc student | — | Adversarial Networks for Sequence Generation | — |
| Faezeh Faez | PhD student | — | Deep Conditional Graph Generation for Network Completion | — |
| Fahimeh Hosseini Noohdani | MSc student | — | Out-of-Distribution Generalization of Image Classifiers | — |
| Faridoun Mehri | MSc student | — | Balancing Gradient Flow for Universally Better Transformer Attributions | — |
| Fatemeh Farahnak-Ghazani | MSc student | — | Multi-label Classification by Considering Label Dependencies | — |
| Fatemeh Seyedsalehi | PhD student | — | Deep Learning in a Structured Output Space | — |
| Hossein Khalili | MSc student | — | 3D Medical Images Segmentation by Effective Utilization of Unlabeled Data | — |
| Mahdi Ghaznavi | MSc student | — | Robust Learning to Spurious Correlation without Access to Group Annotation | — |
| Mahsa Ghorbani | PhD student | — | Learning Node Embedding in Complex Networks | — |
| Marzieh Gheisari | MSc student | — | Unsupervised Domain Adaptation | — |
| Melika Behjati | MSc student | — | Adversarial Robustness of Deep Neural Networks in Text Domain | — |
| Mohamadreza Fereydooni | MSc student | — | Many-Class Few-Shot Classification | — |
| Mohammad Mozafari | MSc student | — | Meta-learning in 3D medical image segmentation | — |
| Omid Abbasi | MSc student | — | Deep Learning in Recommender Systems | — |
| Parishad BehnamGhader | MSc student | — | Graph-based Word Embedding using Deep Neural Networks | — |
| Rasool Mirzaiezadeh | MSc student | — | Few-Shot Semantic Segmentation using Meta-Learning | — |
| Roostaiyan Seyed Mahdi | MSc student | — | Multi-modal Distance Metric Learning | — |
| Sarah Rastegar | MSc student | — | Deep Multi-Modal Learning | — |
| Seyed Alireza Mirmohammad Sadeghi | MSc student | — | Deep Video Captioning using Recurrent Neural Networks | — |
| Seyed Mohammad Chavoshian | MSc student | — | Deep Visual Question Answering | — |
| Seyed Mohammad Hadi Hosseini | MSc student | — | Uncertainty-based Reasoning in Large Language Models | — |
| Seyed Mohsen Shojaee | MSc student | — | Deep Zero-Shot Learning | — |
| Seyed Roozbeh Razavi Rohani | MSc student | — | Meta Reinforcement Learning using Brain-Inspired Networks | — |
| Sina Hajimiri | MSc student | — | Representation Learning by Deep Networks and Information Theory | — |
| Zeinab Golgooni | MSc student | — | Deep Learning Based Proarrhythmia Analysis | — |