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cs.LG2023
On the Necessity of Metalearning: Learning Suitable Parameterizations for Learning Processes
Massinissa Hamidi, Aomar Osmani
In this paper we will discuss metalearning and how we can go beyond the current classical learning paradigm. We will first address the importance of inductive biases in the learnin…
cs.CV2023
Multi-Modal Evaluation Approach for Medical Image Segmentation
Seyed M. R. Modaresi, Aomar Osmani, Mohammadreza Razzazi +1
Manual segmentation of medical images (e.g., segmenting tumors in CT scans) is a high-effort task that can be accelerated with machine learning techniques. However, selecting the r…