2 papers
cs.LG2025
On Continuity of Robust and Accurate Classifiers
Ramin Barati, Reza Safabakhsh, Mohammad Rahmati
The reliability of a learning model is key to the successful deployment of machine learning in various applications. However, it is difficult to describe the phenomenon due to the…
cs.CV2024
Visual Self-supervised Learning Scheme for Dense Prediction Tasks on X-ray Images
Shervin Halat, Mohammad Rahmati, Ehsan Nazerfard
Recently, significant advancements in artificial intelligence have been attributed to the integration of self-supervised learning (SSL) scheme. While SSL has shown impressive achie…