‌Brain Tumor Detection with Transformers and Faster RCNN Details
People Involved: Mehrshad Momen, AmirAli Ghahramani Status: on-going Publications:
Semi-Super Resolution GAN for Channel Estimation in MIMO Systems Aided by Intelligent Reflecting Surface Details
People Involved: Mehrshad Momen, AmirAli Ghahramani Status: Completed Publications: Channel estimation for Massive MIMO systems aided by intelligent reflecting surface using semi-super resolution GAN
Detecting Multi-modal Fake News in Social Media by Graph Neural Networks Details
People Involved: Makan Kanaanian, AmirAli Ghahramani, Fatima Badiea Status: Completed Publications: GraMuFeN: graph-based multi-modal fake news detection in social media
Learning End-to-End Images and Captions Embedding Using Graph Neural Networks Details
People Involved: S. Arman Madani, AmirAli Ghahramani, Ali Moghimi Status: on-going Publications:
Adversarial Weight Balancer for Imbalanced Text Datasets Using Graph Neural Network Details
People Involved: Fatima Badiea, AmirAli Ghahramani, Makan Kanaanian Status: Completed Publications: Text Classification on Imbalanced Data using Graph Neural Networks and Adversarial Weight Balancer
Mutation Prediction of Infectious Viruses based on Different Machine learning Approaches Details
People Involved: Khashayar Ehteshami, AmirAli Ghahramani, Kaveh Kavousi Status: Completed Publications:
Monocular Depth Estimation for Autonomous Vehicle Perception Systems Details
People Involved: Mehrnaz F. Afshar, Zahra Shirmohammadi, AmirAli Ghahramani, Azadeh Nourparvar, Ali Mohammad Afshin Hemmatyar Status: on-going Publications: An Efficient Approach to Monocular Depth Estimation for Autonomous Vehicle Perception Systems
VGG-XGBoost Classification and Segmentation of Pulmonary Lesions Details
People Involved: Niloofar Akhavan Javan, Ali Jebraeili, Babak Mozaffari, Morteza Hosseinioun, AmirAli Ghahramani Status: Completed Publications: Classification and Segmentation of Pulmonary Lesions in CT Images Using a Combined VGG-XGBoost Method and an Integrated Fuzzy Clustering-Level Set Technique
Detecting Community Structures in Patients with Peripheral Nervous System Disorders Details
People Involved: Morteza Hosseinioun, Ali Mohammad Afshin Hemmatyar, Ali Movagahr, Amir Ali Ghahramani STATUS: completed Publications: Detecting Community Structures in Patients with Peripheral Nervous System Disorders
Drug-Target Interaction Prediction with Deep Learning and Recommender Systems Details
People Involved: Amir Hossein Nosrati, Amir Ali Ghahramani, Kaveh Kavousi STATUS: Completed Publications: BiProSimGCN: Prediction of Drugs-Proteins Interactions Using Graph Convolutional Neural Network and Proteins Similarity
Deep Learning application in chiropractic-based treatment Details
People Involved: Negar Negahdaripour, Morteza Hosseinioun, Amir Ali Ghahramani STATUS: Completed Publications:
Graph representation learning framework to construct coarse grid hierarchy for AMG solvers Details
People Involved: Reza Namazi, Arsham Zolanvari, Mahdi Sani, Amir Ali Ghahramani STATUS: Completed Publications: GL-Coarsener: A Graph representation learning framework to construct coarse grid hierarchy for AMG solvers