1.3k citations · 4.9k across the 14 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 364 cited
Deep multi-scale video prediction beyond mean square error
Michael Mathieu, Camille Couprie, Yann LeCun
Learning to predict future images from a video sequence involves the construction of an internal representation that models the image evolution accurately, and therefore, to some d…
cs.LG2015★ 715 cited
The Loss Surfaces of Multilayer Networks
Anna Choromanska, Mikael Henaff, Michael Mathieu +2
We study the connection between the highly non-convex loss function of a simple model of the fully-connected feed-forward neural network and the Hamiltonian of the spherical spin-g…