CORDIS Project
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The project focuses on making deep learning more accessible by developing smaller, efficient models that can operate with limited data. It aims to enhance the robustness and interpretability of machine learning applications across various fields.
Deep learning continues to achieve impressive breakthroughs across disciplines and is a major driving force behind a multitude of industry innovations.
Most of its successes are achieved by increasingly large neural networks that are trained on massive data sets.
Their development inflicts costs that are only affordable by a few labs and prevent global participation in the creation of related technologies.
The huge model sizes also pose computational challenges for algorithms that aim to address…
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