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Mission
In a world where deep learning is becoming more and more state-of-the-art, where the race to computational capabilities determines new technologies, it is crucial to open the black box that deep learning is. Many researchers are already taking important steps in this direction, despite the wide range of scientific backgrounds. This is good, this is progress!
We target it in the long term, developing techniques that simplify these models. Some are easier to prune than others: why? How is information being processed inside a deep model from a macroscopic perspective? These are a few of the questions to be answered to move in the right direction.
We target it in the long term, developing techniques that simplify these models. Some are easier to prune than others: why? How is information being processed inside a deep model from a macroscopic perspective? These are a few of the questions to be answered to move in the right direction.
Explore an interactive map of every paper, grouped by research theme.
Open the research graph
