207 citations · 516 across the 63 of their papers we have counts for
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A Comparative Study of Sparse Associative Memories
Vincent Gripon, Judith Heusel, Matthias Löwe +1
We study various models of associative memories with sparse information, i.e. a pattern to be stored is a random string of s and s with about s, only. We compare…
Compression of Deep Neural Networks on the Fly
Guillaume Soulié, Vincent Gripon, Maëlys Robert
Thanks to their state-of-the-art performance, deep neural networks are increasingly used for object recognition. To achieve these results, they use millions of parameters to be tra…
Toward An Uncertainty Principle For Weighted Graphs
Bastien Pasdeloup, Réda Alami, Vincent Gripon +1
The uncertainty principle states that a signal cannot be localized both in time and frequency. With the aim of extending this result to signals on graphs, Agaskar&Lu introduce noti…