Shamsi, Afshar

1. Objective Evaluation of Deep Uncertainty Predictions for COVID-19 Detection
   2020/12/22 by Hamzeh Asgharnezhad, Afshar Shamsi, Asgharnezhad, Hamzeh +11 · 4 citations
   Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Machine Learning in Healthcare #electronic engineering #information engineering
2. An Uncertainty-aware Loss Function for Training Neural Networks with Calibrated Predictions
   2021/10/07 by Shamsi, Afshar, Asgharnezhad, Hamzeh, Tajally, AmirReza +2 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Uncertainty-Aware Credit Card Fraud Detection Using Deep Learning
   2021/07/28 by Maryam Habibpour, Habibpour, Maryam, Hassan Gharoun +17 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning and Data Classification
4. An Uncertainty-Aware Deep Learning Framework for Defect Detection in Casting Products
   2021/07/24 by Habibpour, Maryam, Gharoun, Hassan, Tajally, AmirReza +4 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
5. Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks
   2024/07/30 by Bao Gia Doan, Afshar Shamsi, Doan, Bao Gia +14 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications