Misgina Tsighe Hagos

1. FewSOME: One-Class Few Shot Anomaly Detection with Siamese Networks
   2023/01/17 by Niamh Belton, Belton, Niamh, Misgina Tsighe Hagos +5 · 2 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Unlearning Spurious Correlations in Chest X-ray Classification
   2023/08/02 by Misgina Tsighe Hagos, Kathleen M. Curran, Hagos, Misgina Tsighe +3 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #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
3. Identifying Spurious Correlations and Correcting them with an Explanation-based Learning
   2022/11/15 by Misgina Tsighe Hagos, Hagos, Misgina Tsighe, Kathleen M. Curran +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning and Data Classification
4. Distance-Aware eXplanation Based Learning
   2023/09/11 by Misgina Tsighe Hagos, Niamh Belton, Hagos, Misgina Tsighe +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications